{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "83a64eaa-c135-4ffc-a2e6-65750313b2ae",
   "metadata": {},
   "source": [
    "# Dyson Imaging Spectrometer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c5c2ebc3-77cf-435c-8da0-3ece7add9cd6",
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland import optic, analysis\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ba3e7092-e06f-41a1-bdbe-e94159e9eb73",
   "metadata": {},
   "outputs": [],
   "source": [
    "class DysonSpectrometer(optic.Optic):\n",
    "    \"\"\"Dyson imaging spectrometer\n",
    "    J. Dyson \"Unit Magnification Optical system without Seidel aberrations\"\n",
    "    J. Opt. Soc. Am. 49, 713-716 (1959)\n",
    "\n",
    "    \"\"\"\n",
    "\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "\n",
    "\n",
    "        self.add_surface(index=0, radius=np.inf, thickness = 18.0)\n",
    "        self.add_surface(index=1, radius=135.903, thickness=33.53, material=\"N-BK7\",aperture = 60)\n",
    "        self.add_surface(index=2, radius=-67.699, thickness=60.668, aperture = 60)\n",
    "        self.add_surface(index=3, radius=-51.467, thickness=8.413, material=\"N-BK7\", aperture = 50)\n",
    "        self.add_surface(index=4, radius=-65.577, thickness=39.389, aperture = 50, conic = -0.132)\n",
    "        self.add_surface(\n",
    "            index=5, \n",
    "            radius=-154.020, \n",
    "            thickness=-39.389, \n",
    "            material = \"mirror\", \n",
    "            surface_type=\"grating\", \n",
    "            grating_order = 1, \n",
    "            grating_period = 10.0, \n",
    "            groove_grating_angle = 0.0*np.pi,\n",
    "            is_stop=True,\n",
    "            )\n",
    "        self.add_surface(index=6, radius=-65.577, thickness=-8.413, material=\"N-BK7\", aperture = 50, conic = -0.132)\n",
    "        self.add_surface(index=7, radius=-51.467, thickness=-60.668, aperture = 50)\n",
    "        self.add_surface(index=8, radius=-67.699, thickness=-33.53, material=\"N-BK7\",aperture = 60)\n",
    "        self.add_surface(index=9, radius=135.903, thickness = -18.0,aperture = 60)\n",
    "        self.add_surface(index=10)\n",
    "        \n",
    "        # add aperture\n",
    "        self.set_aperture(aperture_type=\"float_by_stop_size\", value=40)\n",
    "        \n",
    "        # add field\n",
    "        self.set_field_type(field_type=\"object_height\")\n",
    "        self.add_field(x=0,y=0)\n",
    "        self.add_field(x=10,y=0)\n",
    "        self.add_field(x=20,y=0)\n",
    "        #self.add_field(x=-20,y=0)\n",
    "        \n",
    "        # add wavelength\n",
    "        self.add_wavelength(value=0.550, is_primary=True)\n",
    "        self.add_wavelength(value=0.450)\n",
    "        self.add_wavelength(value=0.850)\n",
    "\n",
    "        self.update_paraxial()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0c74c87c-2faf-4930-93f3-8be14ff7690f",
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spectrometer = DysonSpectrometer()\n",
    "_ = spectrometer.draw(wavelengths = [0.450, 0.550, 0.850], num_rays=5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4b5c492c-d3b5-4757-9e35-30a0efae13b7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spot = analysis.SpotDiagram(spectrometer,num_rings=12)\n",
    "_ = spot.view()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "47551bea-16b0-4c22-9731-89b4c31bc9c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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oucLatWuZH7/1rW/RJZdcQgsWLMjZsQSFAykZEAimIEDgbW1t3Cbm4YcfjrdbEQgEgukO4UeBQCBIjjPOOIPWr19P73nPezhLCy1PBVMf4hAQCAQCgUAgEAgEAoFgGsI62QMQCAQCgUAgEAgEAoFAkH+IQ0AgEAgEAoFAIBAIBIJpCBEVzANisRi1tLRwnSLEkgQCgSBToKprYGCAZs2aRVbr1PThCkcKBILxYqpzpPCjQCDINT+KQyAPAJHPnTt3sochEAiKGAcOHKA5c+bQVIRwpEAgmCimKkcKPwoEglzzozgE8gClYIwvo7y8nArF49zT00NVVVVF7VGfCucxFc4BkPPIDfr7+9kYnMpK6IXGkYX2Gxgv5DwKC1PhPArxHKY6Rwo/5gZyHoUFOY/J5UdxCOQBKsULRF4IZK5+sJFIhMdTCD/Y6XweU+EcADmP3GIqp4oWGkcW6m9grJDzKCxMhfMo5HOYqhwp/JgbyHkUFuQ8JpcfC2ekAoFAIBAIBAKBQCAQCPIGcQgIBAKBQCAQCAQCgUAwDSEOAYFAIBAIBAKBQCAQCKYhxCEgEAgEAoFAIBAIBALBNIQ4BAQCgUAgEAgEAoFAIJiGEIeAQCAQCAQCgUAgEAgE0xDiEBAIBAKBQCAQCAQCgWAawj7ZAxAIBAKBQDB52N3ho037e/jfa+ZV0aK60skekkAgEAgEgjxBHAICgUAgEExTPP76Afr+c9upyxcishA1lLnoc+cspcuPmzvZQxMIBAKBQJAHFF3JwH333UcLFiwgt9tNJ554Ir366qtp13/sscfoiCOO4PWPOuoo+tOf/pTwuaZpdMstt9DMmTPJ4/HQOeecQzt37hyxn6effpqPh3Wqqqrokksuyfq5CQQCgUCQz8yAO57dRm39QYrENP471Beg+17cxZ8JBAKBQCCY+igqh8Cjjz5KN954I9166630xhtv0KpVq+j888+n9vb2pOuvX7+ePvShD9EnPvEJ2rRpE0/i8ffOO+/E1/ne975H99xzD/3kJz+hDRs2kNfr5X0GAoH4Ok888QRdffXV9PGPf5zefPNN+sc//kEf/vCH83LOAoFAIBDkAigT6B4Mkzb8XtOIohrRge4heuy1A5M8OoFAIBAIBPlAUTkE7rzzTrruuut4Yr5ixQqexJeUlNBPf/rTpOvffffddMEFF9AXvvAFWr58Od122210zDHH0I9+9KN4dsBdd91FX/3qV+niiy+mo48+mh566CFqaWmhJ598kteJRCJ0ww030B133EGf/OQnaenSpXzsK6+8Mq/nLhAIBAJBthGFFwDPQ8Myi4Vo7fZ2yRIQCAQCgWAaoGg0BEKhEG3cuJFuuumm+DKr1cop/i+//HLSbbAcGQVGIPqvJvt79+6l1tZW3odCRUUFlwZg2w9+8IOcidDc3MzHWrNmDa+/evVqdhCsXLky6XGDwSD/KfT39/NrLBbjv0IAxgGHSKGMZzqfx1Q4B0DOIzcolHFkE4XOkYX2G8jVedR4neSwEoWRFmBAtddJg4EwbWrqpoU1JTTZmC7fRzGgEM+hkMaSDQg/5gdyHoUFOY/cINNxFI1DoLOzk6LRKDU0NCQsx/tt27Yl3QaT92TrY7n6XC1Ltc6ePXv49Wtf+xpnKEC/4Ac/+AGdccYZtGPHDqqurh5x3O985zv09a9/fcTynp4ezjgolB/IwMAA/2jh7ChWTIXzmArnAMh55AYYy1RDoXNkof0GcnUelqCPjqqz01AwzE4BbTg7wGYJkcVioT++toPXOX1ZPU0mpsv3UQwoxHOYahwp/JgfyHkUFuQ8Jpcfi8YhMNmela985St02WWX8b9/9rOf0Zw5c1iw8F//9V9HbIMsBmNmAry7c+fOZTHC8vJyKpTzgsGHMRXCD3Y6n8dUOAdAziM3sNunHk0XOkcW2m8gV+cxJ+aksL2FolqUQqEotfb5KRwjctiIGmu91B2x0kObumjVkjnUWDt5rQiny/dRDCjEc5hqHCn8mB/IeRQW5Dwmlx+LhkVra2vJZrNRW1tbwnK8nzFjRtJtsDzd+uoVy9BlwLgOygIAtRy6AQoul4saGxtp//79SY+Lz/FnBn4YhfDjUMAPttDGNF3PYyqcAyDnkX0UwhiyjWLgyEL6DeTqPBbXl9PVJy2gh15pYnHBmMVKZNHIbrMRWaxU43XT/p4hah8I0eL6yb0O0+H7KBYU2jkUyjiyBeHH/EHOo7Ag55F9ZDqGyR9phnA6nXTsscfSCy+8kOCFwfuTTz456TZYblwfeP755+PrL1y4kJ0CxnXgiUW3AbUOjgli3r59e3ydcDhM+/bto/nz52f9PAUCgUAgyBcuP24u3XjuUipzO2hWpYdKnDYWGjzY46fm3iHyuuzUUO6e7GEKBAKBQCDIEYomQwBACtW1115Lxx13HJ1wwgncIWBwcJC7DgDXXHMNzZ49m+uvAHQHOP3007nm/6KLLqLf/OY39Prrr9MDDzwQ9+B87nOfo29+85u0ZMkSdhDcfPPNNGvWLG5PCCA9C90F0OoQKVtwAkBQELjiiism7VoIBAKBQJANOO1W1g5orPayQwBtBwORKPnDUTrziMnVDxAIBAKBQJBbFJVD4KqrrqKOjg665ZZb4mr/zzzzTFwUECn8xtSIU045hR555BFuK/jlL3+ZJ/3oMGDsDvDFL36RnQrXX3899fb20qmnnsr7dLsPR0TgAEANxtVXX01+v5+7EKxdu5brQwQCgUAgKGYgAwCZAJ2DQZpR5qZoTKOewRDZrFb6y9Z2enlPN11z0nzOJhAIBAKBQDC1YNEggyjIKVCGgHaGfX19BSEIo8oturu7uUtCIdS4TOfzmArnAMh5TB/+mOrnWGi/gXycx+OvH2AtgcFghGIxjQYCYW4/OLuyhB0FyKj74VWraVFd/sUFp+P3UagoxHMoNP6Y6udXiL+B8UDOo7Ag5zG5/DH5IxUIBAKBQDCpQPQfE/5zltdTJKZRXyBCh/qC1NofoFqvix0Fbf2ByR6mQCAQCASC6VwyIBAIBAKBIHdAeYDHaSOX3UrhWIzFBaOxmIgLCgQCgUAwRSEZAgKBQCAQCDgDAJkAsys8NLe6hOxWC4sLRmLEGgKTUS4gEAgEAoEgt5AMAYFAIBAIBEnFBSNRjW75pxV0xjLpNiAQCASFhN0dPmrt81MpBai6Wn8Pxy64XBy4grFAHAICgUAgEAjYgEQmAMQF9/cMsXPgmtPmc7bA+t2dYmQKBAJBgUAJwQ4Fw9RYTlS1uYu2tvo4y4u5WzrDCMYAcQgIBAKBQCBgwIBcM78qHmV69p1DdN0vXqdwNEZVXqcYmQKBQDAJMEb/ATgD0ChuXlUJhYID9Mc3W2h2VQm/R5YXPgeXixNXkAnEISAQCAQCgSAOGJD4+/GLO+netbsophE5bVaKaZoYmQKBQJBnGNvCIvp/cmM1/xuTf3S2czhs3B2mxGknq9XCnWGQ5bVpf4+UEAgygjgEBAKBQCAQjIhGPb6xmaIaUanTRuGoRv3+CFktFjYwxbgUCASC/HCxMRsA0f912zvIZrXwv+u8ToqEoywCOxSKUFXMyctDkRg98Lc9rAUjJQSC0SBdBgQCgUAgECQAk360HXTaLBSOaeSwWSgUjZHDZpX2gwKBQJDn7i+I+qvoP7IBzlpWTxaLhTMBnHYbvX/VLHI77fwezgA4ENA+Fk4E/BtOBTgXBIJkkAwBgUAgEAgECcCkv6rESbGYRn3+MPlCMbJZiC4/drZkBwgEAkGeNAMwuVfdX+AMwCveX3H8XP5TXQaOapxNe7uGeJuWXj/dv253ghMBjgLJ7hKkgjgEBAKBQCAQpOw4AIPSYbWyM+DTZy6Z7KEJBALBtNIMWD6jjLa2Dhzu/nLS/PjEfmFNCXV3dyfov8CZkMyJINldglQQh4BAIBAIBIJROw4A0n5QIBAI8qsZAGfAjecuJafdmhH/Jmshe8GRDczl6nOBwAhxCAgEAoFAIEgwSKFODayZV0WnLKrliNWDL+2hgUCEytx2uu60RhGoEggEghxpBugdBA6n+8MZAC4ej0N38/4eeubdNnrijWYRGBQkhTgEBAKBQCAQMDDxv+PZbdQ9GCayEM0od9OHTphLv371AHX4glhE3UMhuvuFndJ+UCAQCLIMZABkK91f8TOcAcaMA2kfKzBDugwIBAKBQCDgzIDvP7ed2gdCrGKNVoMtfX766d/3Umt/gNtaoc81XtsHgvEsAoFAIBBkByrdX3UQwKtRMyAbXQrwXpUPCASAZAgIBAKBQCDgCX6XL5SwLBoj6hoMkxWpAcgP0DT9lfAqEAgEglzrt0wkkp/NjAPB1IVkCAgEAoFAINDBE//E6T6cAXgfikTJH45RNBajulIn6wsIBAKBIDsZWhBtxSsAJwA0Ayaa1p/tjAPB1IRkCAgEAoFAIOAJfkOZi5p7TamkwwkBSA6AsFV9uYuuP60x3t4qG1EsgUAgmK4wtxnMtuhfNjMOBFMT4hAQCAQCgUDARuKHT5xHP/zLDgpHDy+PxYg8DjgC3GS1WOjLFy6nM5bV59yIFQgEgunYZjAXon/YlzgCBKkgJQMCgUAgEAgYq+dV0YxyD82tdJPbblUVBFRb5qKFNV6yWPQsAbMRi1e8V+muAoFAICg80T9zaYJAAEiGgEAgEAgEAgbSSau8Tp7ge5w22tM5xBoCMyrcHLmyWS3U0uvnv2S9smHEShRKIBAICk/0T7K6BKkgGQICgUAgEAgSBKh6h8LU1O1nxwAEBfd1DlHPYIj8oSjdv243/WjtLur3h6m5z0+xmCbK1QKBQFDAon+S1SVIB8kQEAgEAoFAEAdqV5EdMKvSTfWlLuoZCtFQKEYOu4VKXXYKR2KcIRCKxGggEGHnATIIRLlaIBAIJkf0b0+njzYf6IsLxJr3oUoT4AzwR6Kc2dU9GJKsLgFDHAICgUAgEAjigIEYjWm0oNrLRmOJ007b2wYoGNaovtRGW7qGyGa1ktNOVO11kstuoxvPXcpCgwKBQCDIruifuZuL8f3CmhL66/Z2uuulFmr3hXn9+jIX3XD2koRyAFWasKN9gPr8YQpFNbJZiDbv7+H2hqMdUzC1IQ4BgUAgEAgEaWtaS912Fhhs9wUpGtXIaiWy26w0u8pDXb4QCw0qiCEpEAgEuan7Xz6jjLa2DsTfX7Cinl7d3sLRfofNxj1iO3xBevClPSwGC25WXHzBkQ1079pdFNOIXDYrlXvs9My7bXT+ypkJXC1aA9MP4hAQCAQCgUAwoqYVBiFqWmEQXn9aI3/2wEt7KKpp3Ipwfo2HywU0jbh8ABBDUiAQCDJHOgeque4fmi1/eLOF5lZ54i0Kn3ijmapsEbKQhVwI+VusFA2hS0GQvvHUFu4Mo7gYXWRqS11U43WS22Ejj8M2Qgw2X20QBYUFcQgIBAKBQCBIWtO6aX9PQk0qlv3fa/tp3fYO6hkM00AgzLoCdz6/g7a09HG0SQxJgUAgGB0/fnEnPb6xmcKxGFWVOEc4UDFRh4YLSrNQ9w9tl0hM4zIu1d1ltz9EDqeVNIpQMAoJ2BhnAPjDUULi1uzKw1yM0i50kYFTF86AZGKwRq2BTDrISEbY1IA4BAQCgUAgEIzApqaepNH+my5cQScvaufoU6XHHjc4lWG7uLZUWhEKBALBKM4ApO9jDu+0Wbhbi9mBivr+zoEgR/uxDnjYbrXQUChCVTEn8y4cCWcvK6ODQ51xDYFytz69AzcbuRjlA+bsL7MY7FjaIEpG2NSBOAQEAoFAIBAkYLS0URiWSEU1Gpy9Qz5y2Kx56actEAgExcyvcKAikl/qtFE4prHQH7hUOVCxDjKukB3Q749QKBrjVq9nLK2j5r5AfEJ/9Ynz6IyFJXTGqsZ4lwGUBSBry8jFcCSgOww4HNoCO9sHaEl92Qgx2GQlY8k6yEhpwdRC0TkE7rvvPrrjjjuotbWVVq1aRffeey+dcMIJKdd/7LHH6Oabb6Z9+/bRkiVL6Pbbb6cLL7ww/jl+yLfeeis9+OCD1NvbS+95z3vo/vvv53XNCAaDdOKJJ9Kbb75JmzZtotWrV+fsPAXFj0zTqNAq5uChPpoTc9Li+vKs7FMgEAgmgtHSRpNFkZCKCtEqGLHpDEmBQCCYyhjNVsNn4WiMnDYrhaMaOWwW8qG1q1UXADRy8NL6Mk7/D4Sj1DUYoqtPWcDrGLsMdHd3U2NtaYINicwCNamHxgvmO/ev203BcJQsFgs7dZnDB4IjovqZtEEca2mBoLBRVA6BRx99lG688Ub6yU9+whPzu+66i84//3zavn071dePbHe0fv16+tCHPkTf+c536P3vfz898sgjdMkll9Abb7xBK1eu5HW+973v0T333EO/+MUvaOHChew8wD63bNlCbndiVOOLX/wizZo1ix0CAkE6ZJpGhfUefmUfVViD1BdroatPWpAy3UpSswQCQb4wWtpoqigSjMj64XWS9cIWCASCqYxMbDXwKByoMU3j6P9gKMotAC8/dnacM80cPIgyAa8zPkFX68Wg8DqKDswDf9tDLruVShw2equ5j6A0cPScCvKHoimj+unaICYbX7qMMAlmFT4O9wkqAtx555103XXX0cc//nFasWIFOwZKSkropz/9adL17777brrgggvoC1/4Ai1fvpxuu+02OuaYY+hHP/oRfw5vGZwKX/3qV+niiy+mo48+mh566CFqaWmhJ598MmFff/7zn+m5556j73//+3k5V0HxwpxGhVe8x/JU6zWUulKuN5Z9CgQCQTagJvyIJGHCj1dztB8GJ0SqPniC/gp8/tHNHIV66OUm1iAwAny1fnen8JZAIJiSyNRWU/xaU+qiyhIHza700GfPWkyfPnPJmDh4NGDdWZUeisY0nrSHohp3I0ALWWQmsKMhiI4EgTGfa6bjg4MEz4Wbn3yHX/FeUHgomgyBUChEGzdupJtuuim+zGq10jnnnEMvv/xy0m2wHBkFRiD6ryb7e/fu5dID7EOhoqKCsw+w7Qc/+EFe1tbWxo4IbAcHxGhAaQH+FPr7++NevFSevHwD4wBRFcp4iuk8kOIPgZeGchenaJnR2uenoWB4OI2KqM7rZLLEcqR2mdebX+UhizXM6zX1+EesN5Z9ZjK+XEF+U7lBoYwjmyh0jiy038Bkncelx8ym1fMqEvjEuK/fbjxID2/QI2GoT8UrIljgNESLkP2E7bGdcV297nU+XXrsnLycR6FgKpxHIZ5DIY0lGxB+LN7zGIutlopfjTbcaBycyXnUlzmp1GWjrsEAZwhYSF/PaSNehs+wzniuw2jjw7ngOYDetMmeC2M5j2JBrMDOI9NxFI1DoLOzk6LRKDU0NCQsx/tt27Yl3QaT/WTrY7n6XC1LtQ6+1I997GP0yU9+ko477jjWIhgNKFH4+te/PmJ5T08PRSIRKpQfyMDAAJ8fHCvFinyfx1+3t9OzW9q4lgs9XM9f0UCnmwRZSilAjSjjigxShdtBfaEwNZZbeDnqvJKtV+6yUG8kRI3l1hHrjWWfmYwvV5DfVG6AsUw1FDpHFtpvYDLPo9JKNEgBOnionwb7+ziSBTT3+um5zbupwalRRbmDWgcCZAmFaL7XTh5nmGrsFmrzBengoQ7ezrhuXyDM75dUWeL7y/V5FAKmwnkU4jlMNY4Ufize88jUVjPya2Ul4vUh/jyVDWdcZ6zngWNcs6ZmeL8hOrrOxtF8e9RPFW79GJXW5PvOBOZzMAL6WCiJRRYsAl/G5wKOOZbzKBbECuw8MuXHonEITBYgWoiLacxMGA1Y15iZAO/u3LlzqaqqisrL04vG5fMHC0LAmArhB1sM5wFP50ObukjTbFTrLaFWKKpu6qJVS+YkeDqrq4nO69E4GrZnANEwB0fDjmqcnbA/td4vN+yjYAQaAi766IkLRqyX6T4zHV+uIL+p3MBun3o0XegcWWi/gck8j1SR/e29XbSnn2helZd6YhYK2a20byBMQVuMFlQ7OBJksbhozsw6jh4Z143Z9aiZj9xUDXLLw3kUAqbCeRTiOUw1jhR+LNzzGC0DM1P7L9W+x2PDZXIeHzi5mvejxg7kI5MUYtnQx+rtQ3mCM+G5UF09MkNguv6uCoEfi4ZFa2tryWazcfq+EXg/Y8aMpNtgebr11SuWzZw5M2Ed1UFg7dq1XD7gcuk3kAKyBT7ykY+wGKEZWNe8PoAfRiH8OBTwgy20MU32eaQTPmkfCJEvGOVUMIvVQjVeNxu1WL64PvHYlx8/j9YsqB5VRAXrrZ5fyd5SEGS6LgOj7XMs4xvtXMcL+U1lH4UwhmyjGDiykH4Dk3UeXA+7YT+yPWlulVdvK7VhP/PQjAoPlbgc1DEY4jrUoVCMasvcZLfZuPSJnQcnzWdOs1h8Cet2Dob4PfaR6bjk+ygcFNo5FMo4sgXhx8I8j0yFnTO1/8w22FhtuLGeB7h4cf3hY2MbiyW33yGOCbFsXDfzcyF5x61+mqO5Ru24VeiwFND9kekYisYh4HQ66dhjj6UXXniBOwUoLwzef+Yzn0m6zcknn8yff+5zn4sve/7553k5gK4CcApgHeUAgCd2w4YN9KlPfYrfowPBN7/5zfj2EByEDgE6HkBrQDB1MBrZj0VRNROFVgV4Z5E6ZfaWjnWfYxmfdCwQCASjwdxWyuO00cFuPz33biutmls5osXgDWcvSdmq6uTGalq3vUPaEQoEgqIXC2TnaAp1/kzsv2Q2GPY1FhtzvMi3/ZdJC8OxdNwS5AZF4xAAkEJ17bXXcnT+hBNO4A4Bg4OD3HUAuOaaa2j27NlcfwXccMMNdPrpp9MPfvADuuiii+g3v/kNvf766/TAAw/EPThwFmDCv2TJknjbQbQWVE6HefPmJYyhtFT/IS9atIjmzMlMEEkwNcg+VZutQjFqMx3fWB9sAoFgekI5GZv7/OQPRThSBbXqu/6ygyo8TppR4WanwOp5VQmGnpFHjManzWqhc5c30BXHzxWuEQgERescxYQddhaWj5XL0tlgubYxJ8v+S+cgUWNCKhq0BlBeIDZp/lFUDoGrrrqKOjo66JZbbmHRP0T1n3nmmbgo4P79+xNSI0455RR65JFHuK3gl7/8ZZ70o1PAypUr4+t88YtfZKfC9ddfT729vXTqqafyPt3u7HrkBFOD7DPxdE4mMhlfNh9sAoFg6gJ8sHxGGT25uYWCkRi3qkKvbKSZDoUiLHyFz+rL3Sl7T5uNz/V7utghkGzdQuVVgUAwvTHWDNF0SGeD5drGxH57BkNU43WSPxwtCPtPXQ/VcQtaAygvEJs0vygqhwCA8oBUJQLr1q0bseyKK67gv1RAlsA3vvEN/ssECxYsYONGMH3JPtNSgMnCaOPL5oNNIBBMXWCSvvlAL5W5bBTTNLJY9N7VXpuVwjGNnQIdAyG687kdVFvmGpF6mqnzUUqYBAJBISObGaJmGwwZWJhWhCKxcduY6PoCoVfosqTbdvP+Hur0Bal9IEhOm5XKPXaqKXVNqv1nvB7oQiA26eRg8tUOBII8Grfrd3fyayqyh4MIZI/XQioHyCbGcq7prplAIJjaeOy1A7Sva4gGghEuFWBfuEYcWcIbOAPgJJhT7WFHOYxlI1cYDb1YTEtq6JmzCJLtRyAQCHKN0ewdOCl/eNVquu2Slfw6Xqel0QZ791A/HegeooFAmO58fgc7R8fTCea+F3fRrb9/hz7/6Ob4Pszng1dovlR7neSwWSgYjVH3YIjLvibT1jVeD7QknMr2dyGj6DIEBILxIJMIVKGXA0yGyItE7QSC6QkYj2u3t5PVQmSz2kjTopwdAAeA1WIhp93GjoH5NSVU5nKQ12FnB+Om/T0JvDJaVE1KmAQCwWQjU3snWxmi2Deyqr7x1Baq9NhpdmVm9fzm0iq8R4vDBiccql7u5IJ9tA8EePJvPJ9ZVR5+v7S+jPyRKPM3HALQgJls4HqsnleRtuOWlJXlFuIQEEx5jEVEpdDLAfIt8iLCgwLB9AQML2QFzK8uoea+ADsBrFaNTltcSx97z0JOO33wb3s47RTR/+beIeobCtF9a3fxxN5oVKdyPoJnWnr9ZLfqaaJSwiQQCPINtLubDHvHabeygxXOgEycocmcFmqSX1HuoJ6Yvo9dnT56fGMzeV22hPO58dylCaUK2K6qxFkwXJuu45YEqHIPKRkQTHmoCBQIUJEu3mO5IDnkmgkE0xsq3R9VrSVOK0U1jZ0Ch/oC1DkQpMuPnUvXndbI6Z3vtPRRU7efev0Rau0PkMNqSUj9h3F7yqLaEboBSG+9f91u5pbeofCUL9cSCASFh7b+4KTYO5mUVI1WWgXdAWzTFwjH9+GwWikcjY04HzggUB4wGIyy0wBci/c4z0Iu0ZKysvxAHAKCKY+xkK5Ah1wzgWB6Q3UYaOoapLb+EEWiGqs/w6hUxhgiNIg6lbkdVFuq16XarFbOKChx2FIa1WYDr8rrJI/TRp86Y9GEanMFAoFgrGgod02KvTMWPadUQRrw8dUnzodCenwflx87mznVfD4QFEQZAZwFcBrMrnTz+5ufTNQeKDRIgCo/kJIBwZRBqvqibKrDThdkes2M13xhTcmkjVcgEGQXuLe3tg5QXamLOnwhbjfoC0VprtNGXb5QPK01nvZa5aH+QIQn+dEoUbsvyI4CRLAgbGXk5VS6AbMqkytkI6X34KE+mhNzJq0tFQgEgomkqk+WjThaSZVanq471EkLq2lJlYV85I53GagvcyecDzIBMPkHPy+uK+USr3XbO2hudUnBl4VKZ6z8QBwCgikBqKw+tGF/yvqi6SQYmC2Mds1G1HSdOI/OWChOAYFgKkBN2mdXeqiPJ/pEkWiMOgb0ib4yxpSx5g9FaValm5q6hnhdh83KGQZQzjbz8lgMPPDMw6/sowprkPpiLXT1SQskg0AgEIwJownSTZaNmGpcyWrmUzktYrEY83R1dTVZrdak54PXJ95ojjthS5x2isQ0zswqdDFXCerlB+IQEBQ90H8VKqswQtN5OqeTYGC2kOqaJRMdxHewpGoBVVdPylAFAkEWoSbtQ+Eoza5wU1P3EMU0YhFBozFmNNZQVgARwjOW1dHJi2rZGZBKqCvTDCSsA3JvKHVRb59WsFEsgUBQmMh3B4GJjiuVqDPKqcbitDCfj9EJOxSKsJgrHLkxT+GXhUpQL/cQh4Cg6NEzGGJCnVvlLXhP51RBspTfAz2D/F0IBILiB7gTaaZQqw7HYpxaetayerri+LkjeDWZsYYygXTtBEcz8Ljt4bY26hkK0ZJaL1msYdYwaOrxC7cLBIKMkK5j0mSWOWJcD760h0LRGNWVuXhirsaVrhWrWZw1UyRzwp6xtI62t/lYYBDdBgo96j5aZyxxFkwM4hAQFD0gnlJM9UWZEFehk1uqlF98FwKBoPiB6FVcgMpmpUtWz6JPn7kkY2Mtk7KAVAaeipzBwYj2hlosRjWzCp/bBQJBYSHd5HoyHQKPvXaA9nUNkdVC1OkLcbkVMqyU3ZcLm9bohE0QGLTp3QeKtRRLWhJmB9JlQFD0QO0UVFYzUWqdbKhWW+lUXTNZZ7KRTB0X3wG+C4FAMHWiahCgQj9rGI9jafOUTkEb+0EGQbL9mY9d7XWyY6C5z1/Q3C4QCAoPhdgxibOftrezMwBdWcB10F5BCr8KAmXafWCsx4UzAEKvRoHB8fB7oUBaEmYPkiEgKCqkipxfeuwcWrOgelKj6qNF9VOlrq2eV0GV1tHT29Ip/E/G+ZpTfuFt7+7uLpjxCQSC7EbVNu3vGdM9nawsYLRojvnYS+vLaHcH0XlH1tKpKxdKlwGBQJAx0umVQIxvMgCOi8Z0vRW0aEVXFmhgQXtF8WomNfPKxqovc8ZtyFTrqIwAcCuONRAI08pZFUVfZpsuA6TYzmWyIQ4BQdEgmSF56TGzC0I0MJOUpdTEFaTKSsuYyK1QUqSM19z4cC2U8QkEgrEjWcpqMBylB/+2h5Wpx3JPGzkiE4dnsmOjFGnNvGpuD2aGOB4FAkExCdIpjgMPrphRxi1aSSNa0gDnpy+j8RltrFKXja5ZU0MfOLk6bekVsq3gYEW2lS8Y4daD0A7A8VE2UIylWNKSMHuQkgFBUacFoT91vo6fSYprupSl1KlrrgzWcY8rRSrduHMFfCeSwiUQFC/MKavBSIz/7bRb097To/GNcnjCcFMOT7zH8vGUIxVDeZVAIMg9RuMe8Mp4BfmyDSPHdQ6GWDsAtfz3r9sd57F03JbMBnx2S1uCPWxcp8br5A4xff4w+SPoGuPh1rHdgyF640AvHez2U78/TJuaeqjYkKvyiukIyRAQFAUyia7nCmNNcU0V1U+Vuoaol0q1z6QdV6FnEeA7kRQugaC4Aa6oLXPRzvYBNlgf33gwYSJvvqcz4ZtMozmjlSONtbxKIBBMXRRjRqLiOJRhPfC3PeSyW+Oc+MBLewhWrXLAmrktmQ0YCAyw7bW4PrFDy+LaUvKHo9wuNhiN8b+xbVWJg7MGcByrzcLOgrv+sqMo+bPQMkCKFeIQEBQFUhuSiK7nrtXdeFNcU6UsJSMucx3baOSWyfEm01jGdyIpXALB1DGybVYLC1Gluqcz5ZvRHJ7m9P9k5UhqPaPBK45HgWB6otgdg+AwtBxE1F7x2Pa2Af5sWUNZUm5TNiBS/z1OGwVCEZpfamPby1wmgExTlAmUe+ycEYA/lAmsnltJT25uIafdRi6bhfyRGDsUnn33EH36jCVFV5IlLQknDnEICIoCmUTXc4FMovGZRPXN5zIaKaVbJ5tZBLkAvpOxXA+BQFBYSGZkDwUj7BRIdk+PhW9SOTwzjfKlMnjF8SgQTD8Uq6hcnMeGhnlMO8xjpW47R+5TOWBxXstnlNEf3mxhTRenlei983T9AGOHFuwTDoBdnT6qKXXRBStn0IwKNy3BcXxBdghAvCAQ1dgpoRHRIxv2U32pm7m3GDMvzJgK55AviENAUDTIJLo+XqTyII43xTXXD6JsZBHk0nsqKVwCwdQysodCUbruvY00q9Izbp5M5fDMNMpn1CcxG7yIeonjUSCYXihGUbmE1qq1sGOHeazDxwKq15/WyOuly6Ta2jpAc6s8VOK0kz8UpqZuP23e3zuiQwv2ec3J8yk83GpQTYwvOLKB6stc1D4QZEcv4LZbqcRh4+OiXKyYMy+mQvZIviEOAUFBItUkNRedBNJ5EMcS/c93l4OJZhHk2nuaanySviUQFKeRvWZeckMKy2BgPr6xmXr9Y5+cZxrlM+uTGA3es45oEL4RCKYZxpqhmS+k4x0sR4YTxP5Q0z+n0kOhaIwuOnoGXXHcvPj6KqiCCTv0BFQHAjNfajEHawgAyTq0ICPgzud3JEyM4Rz40Alz6devHqCWvgA7A+ZVl9CMcjdfR2jHjMbJhc6txZo9MlkQh4BgWqf4ZOJBLNZo92jjngzvqaRvCQRTx8g297iGUjbaV8E5AB6B6ncmnJlplC+ZPgkM3lTOAOEbgWDqo9BstNF4B3yJlH1E50nTCPF5q8VCL27roMV1ZQnlqFD+N+8L52rkwa7BIM1w22j1vEoisozgbTgTkk2MV8+rohWzKugbT20hu5XYGaC4F06EdJxcDNxajNkjkwlxCAgKCvmepI6lQ8BkP2TGg3Tjzrf3VNK3BILiN7LNTgBzj2vc16hD/f1mvb41E2MxEwdEc6+ffKSxswHHHS0aKHwjEEwdjBaNLhQbbTTewefgL/Blly/I9fvQC1hY6+GJu3ndVPsy8mWpy0bnr2hg/abF9eUjeBv7STcxPndFPa3b3pHAqWcsq6fOAf14Zq4tFm4t1OyRQoU4BAQFhXxPUqezBzHf5y7pWwJBccFsZCMqhJZYcAL0B8JUW+qiulK9DlX1uEYN6g5fiBx2Ky2o9saNRdSkwuBNZdCni/L9duNBem7zbtrTT1TicrBTANGtVJlP2EdLr1/4RiCYAiiGaHSmdo76HMKBXT50yNJYzC8ao5TrJtuXkS/ry5xUaQ2l5O1UE2Nj9gE6yZy7vIGuOH7uqNmxxWTLFVr2SCFDHAKCaTFJTadJMNkeRAhlHTzUR3NiTvbu5guZnHs2a8Sms/NFIChWKA5AHSv6VHcNhiimEYUiGnUMBNkpYOxx3e8P83Z1Za64sfhOSx+npVoslNagTxblw/Ef3tBEDU5Eo7zUMRjiCNv5K2em1UQZrVWiQCAofBRLNDpTOwevdquFmrqGyGpBqQBXDVDHQIBcDuuIddPtS/ElxLWTddsy2m/miTHw+Uc3J1zX9Xu62CEwGicXmy1XKNkjhQ5xCAgKCrmYoI/mXZ5MD+KPX9xJT2w8SA2uMHVHDtDpy+rpyuMPi8rkGunOPdte+UJwvggEgsxh5AD8IRPA7bCR22ZhvYBwVKNAJJrQ49rjsLF6NdpYeR12au4dIl8wwrX+6LU9VoNeRaMqyh3UE0sdjRprq0SBQFD4KNRo9HiDTHg9Y1kd/Xx9E8FD6rBZCP8LxzSKRDW6YHUD7zeTfaVDKvtNbfv4xgNcEoBOBWO9rvkOJuUChT6+yYA4BAQFh2xO0DP1Lk+GB/G2P75LD7/cRBbSyFVOtKcvRLs7h+jpt1rpwyfOpU+fuSQv40gVlcuFV17StwSC4oCRA+w2C6e3IjMA7Qe9Lhs5EIGP6u2yZlZ46CMnzoun8atUVBiLiH6VuR3sDEhmeI5mmKloVF8gTDG7kzoHQ0mjUWNtlSgQCAofhRiNnmiQCUGfF7d3sFO1vtRFPUMhQue/M4+o4+ynJ95oTtjvWG2m0ew3jP/Bl/ZwtheOPb+6hEu8kFWFUivVzaBQgknZRqGPb7IgDgHBpCOZQZitCXqhepeRGfDwy/vZoLZbNH6NxiwUJY1a+wN079pdvF6+nAL5vG6pHBDiJBAICgeKA2pKnbTv0BBHsiASiHrXoWB0WA/ASf95/rKEdoS4l2dVeejGc5fyOojQo+VVMoM+E8MM+736xPmsIQAOgoZAsmgUDFmk4mbaKtEI4R+BoDBRaJmF2QgyYfn1pzXydsrBqcRSU+13LOebzn4DsF9w84LaEi5d2Ns1RJUeOzntNrp/3e6MJ8n5DCZlC4U+vsmEOAQEU9pTV4jeZRAS+nXDtFb1YwBeoDbrddooEInxOsnqZPOBfF438dYKBIUHxQHQCYhEY2SzWslpB2fpmQEoC7jh7CV0+bFzR72Xk6lVA5kaZpceO4eWVFnIR26aUeFJGY0KhqM0FLIMZzFkNnEQ/hEIChuFlFmYrWCJ+ZzwisyAbARh0tlv5vFXeBy0r3OInHYLeZw2/kO513gnyYUahCuW8U0mxCEgmFKeOnOkp9C8y8Cm/T00EAxzyq3NYqFwJBr/zGXXa8ngKBgKRyaNpPJVIybeWoGgMKE4AKmlKBWgWIwW1ngppmmc3nrLP63g1lSZ3MvJDPr1uzvHZJjNrvRQdXU1Wa3WtMcMRmJ0/XsbU2YGGHkLEP4RCAofhSIMl81gifmcJrpfCFS3D4R4m3T2m/E4mPyXuuzU60f5QJi5HvZnidOedWdEIaDQxzeZEIeAYMp46lJFegrJu6xqt/r9ETaskRGA+lyrRSOYuTC0Y9EoL+8bCnOv71MW1U7KWMdaI3bpMbPHfAzx1goEhQtwANoFQoDq3eZ+dlYa+1SP5V42G7+jGWbGifvCmpKk40t1TGgGJOMPM2+d0lgj/CMQFBAKqXwnVTlrLoJME93vX7e300ObusgXPJwd9cOrVic4P+GETeYsgHbBIxv2c5Yq2sYOhaM0EAhzuVe2z2Oyv99CDBIWCorOIXDffffRHXfcQa2trbRq1Sq699576YQTTki5/mOPPUY333wz7du3j5YsWUK33347XXjhhfHPERm49dZb6cEHH6Te3l56z3veQ/fffz+vC2C72267jdauXcvHnDVrFn30ox+lr3zlK+R0OvNyzlMV2fTUwTOaLtJTCN5lFc0y1m5FYxrVeJ10+tIyOirqoqfePEQWi4Xcdhsrd6dqr5UvjKVGbPW8Cqo8HLzLCOKtFQgKF8YJNESnzlpWn9CneiL3cjrDbITD8cR5dMbCkgkdMxlvrd3enlR3QPhHIMg/Cql8J91YJhpkMrZy1bVY9H2o/SKLFECWU6b277NboD9gG2H/IqCU7FyMzgK8/mFzCwXCMS5XdVit5HagRGyMBt0wUl2fQvl+CylIWEgY37c9SXj00Ufpxhtv5An8G2+8wQ6B888/n9rb25Ouv379evrQhz5En/jEJ2jTpk10ySWX8N8777wTX+d73/se3XPPPfSTn/yENmzYQF6vl/cZCOjiG9u2beMen//93/9N7777Lv3whz/kdb/85S/n7bynKpRBiAkwDEK8jtdT19YfZJKBUaciPXivRFQmEyB/eGZB8hgTPLAlDjstqS8lr9POGQLb23y0eX8vlbrtdOTMcmqs83JkDgqwOAe1D7xONlRUbuS1Dk7qb0AgEGQP5gm0y27lPtXZvJdhmMEwve2SlfyK9+bj4vXhDU3U3Ouf0DGT8RYcsmgBJvwjEEwukt33eD8ZNk8mYwFHYLI9Vq7ApPjzj26mG369iT71y430ud9s5vdYDnCHlpebWNzPuNw4NrMtCNsrEI4mtX9TnQugxo9J8cxKD82scNHS+lJ+xfuJOEbN16eQvt9k4xMUWYbAnXfeSddddx19/OMf5/eYmD/99NP005/+lL70pS+NWP/uu++mCy64gL7whS/we0T6n3/+efrRj37E2+IHedddd9FXv/pVuvjii3mdhx56iBoaGujJJ5+kD37wg7w9/hQaGxtp+/btnEXw/e9/P2/nPlWRLU9dQ7mrICPNRo8oWrqgRRfUsNF3Nqpp7GxqKCuhhlI7tQUiXM91aNhwhXCXzUL08Mv7qLk3UBBe8/RRORcRhca8P/HWCgSFh8MTaCf1+sPsyIQidrp0+vHcy+YspGRlAAd6BqlnMDSuYxqjccl4Cy3A8JduzJOd5ioQTHUUUvlgrsaiJsWBUISj8UjR9wXC1GWzcCkpgkCjtQtMFmGH7eV22Kh1MEg1XndaEUFzxwHFaypba8Cw72xe90L6fpNht3B88TgEQqEQbdy4kW666ab4MogLnXPOOfTyyy8n3QbLkVFgBKL/mOwDe/fu5TIA7EOhoqKCTjzxRN4WDoFk6OvrY3GjVAgGg/yn0N/fz6+Y/OGvEIBxgHQmazxIcYJXE0TWWFsarxEd63jUeSyoLuG0UkSSYDyC0K4+cR7vN9fnaD4X4/KHX9nHbQTmV3mouXeIhoJhVum2WDSyaHpXgeoSB1msGs2p9FCnL0R9gyGyWIg8Nit5nFb62/Z2mlPlofnDDwjsE+n55mMlG0MugGua7FrjO+jpCY7remOf6jewq70/b+dSiPeGGYUyjmyi0Dmy0H4Dk3Ee9WVOCoUj9E7zEDsw0RWl2uvk5enuUeO9PN7jlrps1DUYYKOxazDI7ytLHLy/ZFyX6pi/3XiQeUoZ0MtnlNG21oERzwi1j2RjNu8DLRDR9WC6/q4K8RwKaSzZwHTkx1T3PZbn6pxTnUeuxtLa52cbsMxlJ02LcctpOAa6BgLU7bPQbzce4M/1STNRndfJk2Zsh/WN9qTRFoTtdf7yenp4c9cIbsN2yc5lc1M3lxkYee3OK49O4NZ8f7+TxS3Z5PhC5MhMx1E0DoHOzk6KRqMcvTcC75HWnwyY7CdbH8vV52pZqnXM2LVrF+sWpMsO+M53vkNf//rXRyzv6emhSCRChfIDGRgY4B+tUbU5H4D4CYgIKU7wap6/ooFONwlUjQakjyJiVFVip1JrhM8DNaZLqhboy71OVqXu7u6myTqXg4f6qMIapIZSF1msYXKWEVlCGs2sdLFGADIEDnT7yR4donKLnXojIVpRY6NgBE4CJ9dvBaMxauoM0YIyonJnmGrsFmrzBengoQ6qtIaydj3HilTXes+hTvK39FG118XLxorJOJdCujeSAWOZaih0jiy038BknMdgv5/memNUZtWG3QFElZ4YrXtzD726rydn9yh0SK5ZU6PzQGCAZrhtbOyWWcP0+1e207Nb2zM6Np4Rz23eTQ1OjSrKHdQXCPPv67OnzCG7zZryGRF/tnh1jSDzPvAeLRDHw29T4XdViOcw1ThyOvJj0vt+RQPbObmy49jBmMRmydVYSilAjeVEoXCQFpRqFESHKTcN1+prvO+5JRayRwapwu2gvlCYGsstvN3BQ/0J9qTRFhzss1OFPUL/dsoMcthsCdyW7FxOWFBFr+5uTsJri2kZX4PsX/NMrulkcEuy58RzE+D4QuTITPmxaBwChYDm5mYuH7jiiiu4dCEVkMVgzEyAd3fu3LlUVVVF5eXlVAjADxb1khhTPn+wLP63qYvFT2q9JZzihPerlszJOBps9ObBw3j16hq6eP58Po80iRt5P5c5MSf1xVqot0/jtNvmgTAdHLSS5rLT7ArdwztIbtJCVrL2Ragv5qLzVsxgwmwJYBsXNQ/49W2cRLNtDt7GYnHRnJl1VF1dmpXrOV6Yr/VvXz9Az7/ZSnv6iUpcjjF7WSfzXArh3kgFu33q0XShc2Sh/QYm4zy293bRQb+NSpxOzmoqc9vpYG+Afv1mD3ldub1HP3ByNe9TRasQAXtnbws9vLmZYhnyA8YPLppX5aWemIVidj3a5imvpJMbazKKFJ28sCbpPnzkTpslOJV/V4V4DlONI6crP5rv+1w/99PZLLkYCyjjvJ5hTZShCPUHYuSwWcjlsNKsCje1BjU6+4h6emVvN23rDbG432XHzKajGmezfWS0J5UtuKUrSs+91MzOAtiQHz1xAb33qMSOT+pcoFOlsOetngRe29Xho1dbgnRmeQV/novvIN01xfm19gWolBw039ReNpdI9ZzwjZPjC5EjM+XHomHR2tpastls1NbWlrAc72fMmJF0GyxPt756xbKZM2cmrLN69eqE7VpaWujMM8+kU045hR544IG0Y3W5XPxnBn4YhfDjUMAPNt9jQo9UtEVBSpTFauF6J9x8WL643ppZDRbao2hEc6u8nH6EiNGqpXNpcX15XmuLRjsXjOfqkxZwXVZTj5+8Lge9d1kZbW/10c6OQfbi/vvZS6mm1Elv7z5I9pIyOn/lLKov93A92bY2Hxvh7181m7a2Dgzvw05XnzQ/fq6ZXs9c10dh/w+/up8anPr30jEY4u9pzYLqjI830d9Gsd8bqVAIY8g2ioEjC+k3MBnn8eaBXuoYCFFUI3LaLFThcZDLbqNQLEbzvO6c36PguMX1hw2s3qEw8wP4JZNjz6jwsJEPLtI1A0L8HsuTXQvzs4W7EOzoIJvVmvE+psvvqtDOoVDGkS1MB35MZZMY7/tcIhObJRdjufz4eXwMiEz/aO0uLg+tL3Vxqz+HxUJXnjCfKkqc9PjGZgpFY/TMlna2CaEVkGhP2un8Ixu4ExXSt+pL3dTTp6W0uzbv76OHXtnPzk50VkGpguK1He0+1rfC5w+9DA7UyOWw5USzKtk1VdoIKJdABsV5vfp1ygfG+pwoRo7MdAxF4xBAi79jjz2WXnjhBe4UoIwEvP/MZz6TdJuTTz6ZP//c5z4XXwZRQSwHFi5cyE4BrKMcAPDEotvApz71qYTMADgDcPyf/exnBfEFFysm2mYumTAJ0o/gcczFQyRdm5RMzsUoeLV5fw+TdzgGr7CVLjiygdoHAvS9Z7ZStT1Eewda6ad/b6LjF1Rxei6A1+MXVNP1py9K+vDMZAz5aPWivhekXMHLOh7BGGlBKBAUBmAsg6ugGdDvh8BpjA3GD584j17b15P2Hs2V8xEO1Ez4wXj8TPpNq/Uh9ppM9Oqc5fX08p5u6VktEGQJhdB+Lhs2y3gRF1LViK8DJqHqOgDgXpWFZRQWNAuo4vWJN5pZUwBlBMgcgLPAfA7JWq4OhSwUjMQ4MwDcDq6fWeGmNw/08XrLZpTFOwEoUcNcwDw2igxyBsVYgkkTQbr2t9MNReMQAJBCde2119Jxxx1HJ5xwAncIGBwcjHcduOaaa2j27NlcfwXccMMNdPrpp9MPfvADuuiii+g3v/kNvf766/EIPzw4cBZ885vfpCVLlrCD4Oabb6ZZs2bFnQ5wBpxxxhk0f/581g3o6OiIjydVZoIgdzefedIIYRLUIukK99lFMhI1kmOm56Leg+Sxr8W1pfq+Xm5iIo5GY1RRrlE4SvxgwHr15S5aMaN8RD9ZM0Ybw2jnkC2o7wX1V0i5Ug+4sUzmhZgFgsKAMpaX1peRPxzlmv2uwRCdvbyBls8oT3mP5tLQRz0nUnoRAUvFD6P12zZzibkLDDoRSBcCgSB3yJdNkg+bZaJI1iEFLQXTqfGbu7IoexiaAqmcpMkCaUOhKF3/3kZubQ1bFHbpns5B5kBgV7uP5tWUUCSq5dRJkjg2Yu2EPQN6y8R8/R6k01UROgSuuuoqnpDfcsstLPqHqP4zzzwTFwXcv39/QvQe6f2PPPIItxX88pe/zJN+dBhYuXJlfJ0vfvGL7FS4/vrrqbe3l0499VTep9vtjmcUQEgQf3PmJNZDg9AE+b35zJNGaAhAmCQXtWaZtEnJ9FzM+/I4bdxRAH2w0WnA+EvCv3uHQuSPRDPyWqcbQ75avWBfMNYhxoL9I+VqPJN5IWaBYPJhdrwOhiIcocdyOCaT3aNmQ7+5z08/XrebW2mdMSz8N9GJM+p7ETlKto90E41kztSkUTO0e43EkjocUo23EKKdAkGxoFDaz2XLZsnGOMaa9WnOgkK3AQgMQlMAZQSqpaDab6p9rplXxZ8/9eYh5uuOAX07lDHALm3qGqL51SU5dZIYx4auChBSRHltvjNDF5m+h+mIonIIACgPSFUisG7duhHLIACIv1RAlsA3vvEN/kuGj33sY/wnyA6MRJbMSBvrpBEtS5TafrbGNRqJmokqEyIx7gv9vNH6KhLT3QAgXjOCEY32tPuocjhNdjRyTDWGsT5cJkKIMNahzAoxFtRfjXdf6lwwLnjLxTEgEOQXo2XrJOMbo6HfOqCn4CMl9RtPbaHOAb2FWrKJ81j5JxXXjXWikSpqdt17G2lWpSejbAB1TpMd7RQIigWTURqYimOyZbOMdSzQDwAwIU+WUaq4F+n8KC+9/NjZabOwfnDlKu42AIFBZJiijMDIsdgWJarQJej1+6iqxJnA5/g3nLfhmEYuu3W4p4xF7961rC6n18X8rEFXBThqJpM/d0/TjK+icwgIihcTiaSYb1D1Bx2JibZHSTWubKawq33d9ZcdtG0gyGlYgM3CbWUToDIG2n0h6g9E6OLVsyY0uU53DtmObiGtF8qsxkyd8ZCrRN0EgsmFcrwajdd0QGQdXLana5C6fEF2eKK9KjpqPfDSHuY1tNcyTpyhoQIDNhv3+VgnGumiZplmA5zSWFMQ0U6BoFiQ79LA0WyJZDZLroCx3P3CTmofdpDWlTrpc+csHZFxhfGBGzGBh+bUk5tbWMvlpEU1SR2Qq+cdzRlcz760jzlYfQZxahBve7/Os+HoYf0q4zXAv5HJBect+BoOg3ZfkNdFuVS+njWtfX5usYiuCpOFx6ex7SkOAUHB143l8gYdbVzZTGHHfjD+mpjG2gGY9KNkwGE7nCWAf6M1rcOqZ6+gAwE6DGCc4z12qnPIRy3feL67QqkxFAimM3Af/t9r+2nd9g6e3Ke7f9V9PhAIU58/QtFYjEqcdppT5aEZ5W7a3qb3QV7WUBafOCP6BYMX4lnZuM8zmWiYnZNjmZgk46W129tZsVuEUAWCwisNLCRbAmPBBL2DJ9qw+Cysy3LHs9uoxGWnYDjGXaWuO62Rx6eEBcMRCzV1D9HP1u+jp98+xHouK2dVHObRTh+9uK2dqm0htrPQMQGfQQh2X9cQ3f7nbeQLRlg0EJowuAbY94pZFeygVVyFfyMTAZ9BT6HMnd8SChxnYU1JPMA3GVH63QX0e5kMiENAUNB1Y7m+QTMZV7Zqi7BPGNYlThu1D2jxzACPw0YzKuzUCyVvf4QdBdB1cTksNLvKQ12+0IQjTqOl+OYiujXe765QagwFgukKTPAR1UcNKepJ59eUjFCcVgYbMgPUfQ5DdW+nj1r6AuzMhDMA932p285OT+PEGdEnRL+gpJ3qPlfH0EvDJjbRSOWcHG1ikq0uBNiPioCNs721QFCUSDa5y0fNdiHZEjjmQCDCPIj2rTAAB6NEHb4QWQfDZLMSdQ+FOIPghnOW8LjRNWBL1xC3PqVYjGKaxpP75t4hml1ZQjvaBzi49PDLTdRYrlEoojsnoVEF7rZaiGrQKSYQoT5/OK5L9e6hfs4GALcHw1EOPsEhAP5C9sDqeVWTmi7/240HWTw231H6tgL6vUwGxCEgKOi6sWzfoOYHUz7r2bBPRJOauv3ksFq4XgtOAdTZrplXSfsG+sgejFJsWFtAi2ncezuX40l37hP10I73u5P2gwLB5EE58pBeauNeykQtvQFaPrMs7px89p1DejrrcAoqjNQjZ5bzfb6wtpQGQ1GyWizxSfL1pzXyvo3R+MPRqOT3uXECD/HYa9bU0AdOHn0mnWyikUnHmGTIVheCEX22e7S89dkWCCYTk5mCXUi2BI6JDABM+oNIAyU9ig9zDxN9yEvbLRqXE3QM6ONE2n40qjEH221WDhCFoxoHjJAZoNoFLq4rJXtkkDQtxhwFnoZtuaCmhCpLnOTsDVAwGuOOMdgGmVyVHjuXBrzV3MdBqKPnVJA/FI1nD4DPDnQPxbMI8jUhbu71c9tBY+lDvqL0DQX0e5kMiENAUNB1Y9m8QVM9mPJVz4Z9QqDl5+ubdI+szUIVJXYWcQGpuxw2Wj2nkvZ3D1HPUJizCaA1cM1puRtPqnPPxkN8vN9dvmsMBQLBSEdefamLO6HAMItEY2ykIo30ha1t9MiG/WzIOm1WKnFaOfIFlerZFR6+z2dWeujGc5eOMCbN0fj6MnfS+9w8ge8aDNCzW9po1ZI5tLi+fMwOy/E4J8fbhcA8rsnusy0QTBYmOwW7kGwJHBPlAEpDIKbF4u2ldC0pjcIacaZAXZmLx4ksraimITmAZlW4mIOrShx004XLaWf7AD20vomdAapdn8sRYVFU4IG/7SGH3coZqOUeOzsC8OewWqnUZecMg9b+AO+bLGh7rSVkD/T6Q+QL6Pbf3OqSvDlyegYTSx/yGaVfVEC/l8mAOAQEeQMeAqpYPp1wUy5u0HQPpny2ukMk6clNzdQ9FOZL0TsUoSqPjSf/yB7Y1zXI6V2RWIwjbGceUZdTEk527tl6iE/kuxuroJlAIMgOlCNvKByl2RVurl9Vk3+lVA1N1FKnjY3IoVCM3A4bOy+N97lqNWiEORqfinuTTeADgQFq6w/S4vqxRx0zdU4aJ/Pj6UKQbFyzqjyT3mdbIJgMFEIKdiG0Mla8gnH8/F9OYLtmV/sA/X7zobgAKwDnK/hB2cdYHzou6BpwoNvP9nNDmYu7tpx1RAO3CzS361PbQkiQuwoM+aim1EUfOXEelwLAoXnn8zu43AAZqMhSoOFW1/iu+lFaEIqQL4gsBuJSA2efP2+OHIgjTmaU/vIC+L1MFsQhIMgLzIYSPKOj3WhGEp3oDTragykf9WwKIaR8RfXGLrgQnb4o/fntQ3SgW6NBuIiHOw2UldjptX09ExIUzATmc8/mQ9xMrkCmrQQ3NfVMW7VXgWCyYHTkoawJ0aGzltXTFcfPZUMW5QF2C/FnEMdCeUBdmYdu+acV40ovTca95gl812CQZrht1FDuGpfDMhPnpPkZBefHWLoQpBoXMiUKoc+2QJBv5DsFO1XWUD7tOzNSOS/1tsrdXOePqDjsQpuN6F9OXZCQdVThcXCKPyxDp9XCr4rvUrXrwzG5q0DscFeBT5+5JD6mLS19dO/aXezYRaYqXAIoC4O+FRwEwYievMAdrzTiIJXTPnEtq0yArg84D2gITFaUftEk/l4mE+IQEOQc4zHgsl13Vii1QTCoEWXyOKxMxtAPgHMYytz+sK48i7YvEJ1BfW7PUH5IOJfXSpHrWL7TyU41FAimM5JFSZTQICJG0DmJalEKkoXTXaEHkCwjYLwwT+ChIXD+igZqrC2lV/Z2j+qwTDYxSBf5ScY3MKhhSOM1nWE6muggnCSj9dmern2vBVMb+UzBLsR2caPZMeragC+Qyg8eNU7csT2i/LALy902dsKCf7E++CJZuz7jMRfXlsa57PyVM+PXHZkCaDOIUlWUFEDDYF+nLiCLTFVkfgH4L7RckcEAx0K+7OVLj53DJVWFkNXRMI04WRwCgpxjrBHnbE0GJ9JiKteARxbOgGTAYms0xmSMh0S+nRbprtV4SXKs32khpBoKBNMZxiiJun+hd4LWUCgjgJE4o9xFHzph7ggjNhuGlHECr3cZCGXksEw3MUgV+UnFNzCcYUinOp9MRAex3SmLalP22S7EiYxAUEwp2IUaQBjNjhnt2mA5AkMo18IkHRlZvlAswS40t+vLxHbCthAUhGPXY7fpnWBcdj4WIvTgd9UFi4adBHBWjCXDc6Iwc3U+J+iPT1NOFoeAoOAiztmYDI63xVS2kIq8kG6KtCyIBqYD0seQL7CsYXJIMVWEcLwkOdbvtFAyOgSC6Qgzz5jvX6SxHujxc3usy4+dmzNDShmFsVgsbvCO5rAcz8QgHd+kciKMR3QQhvvbe5rp5T1dNKPCw8sLcSIjEGSTP3Kdgl0oAYTRulhBeBUT7aauQc4oUjYhHIbJwBN3r5Mj+P3+CJdnqYysVOeVie2UjENV1xdw0fzqElb7x1hnVLjZ6QsB2M8/unlSJsn5nKDvLlDnUkE6BILBIG3YsIGamppoaGiI6urqaM2aNbRw4cLcjFBQ9BhrdH6ik8HxtpjKF3l5M3AIACgdaO4LxDUE8u21TBYhHC9JjvU7LbSMDsFhyDNgaiNZLX19uZsj4Or+heAgUk6NYp/5NKTGIkaYycQgU76ZqOgg+ms/t3k37eknKnE56JTGGq4fRq9wtASTTKjix3Tnx8mIrhZCAGG0LlZQ74cWAKLttzz5DrcZBKfWl7nohrOXJFwjI8/EywosFk7bT1ZWoDKPqqsz57JkHKq6voDPFtR649oxAJwBkzFJzvcEva1AnEsF7RD4xz/+QXfffTc99dRTFA6HqaKigjweD3vtQYCNjY10/fXX0yc/+UkqKyvL7agFRQeQDwxItEpZUl+Wtt50opPBfN3QyaL1o5EX1g+EdfXW0YDSASjFYhtgNFLMZfbARK/peL7TsfxmBLmHPAOmPsz8BSXqe17YReUeB4tfwZjFpDfZ/ZtvQyoTMcJMuglkojEwXtHBddvb4/wFcUa0G2xw4tp6qWMwRL/bdJD1Y9CGDGnBaA8GRXDzeI37ER4sTAg/Tl50dbIDCKN1sYIdg1Z+yA6FTQfbzmLRyGmxUIcvSA++tEfvwkXEXQXWbe/gkix1Hj+8anVSXlKcNBQMU2M50Xk9Gl1+/LyMs2HNHJqq69Rjrx+g1r4ALajN/yQ538+VhgJwLhW0Q+Cf//mf6Y033qAPf/jD9Nxzz9Fxxx3HRKewZ88eeumll+jXv/413XnnnfTQQw/Rueeem8txC4oMZmMKbVPSCcqhVVOyPtaFckOn8gaPRl4Yw3CHmVGhq7xaUkajjPvNtVc+G9fU+LBBWi2+23QdFMbymxHkFvIMmB4w8gwi1l2+EGudoCUVeKfS46DPnbEoqdJ+IRhSmUwMxqMxMB7Rwf96/E36w5st8ZayJy6s5mNWlDuoJ2ahEoeNev0RKnPb2UkcjMa4TzjagxnHYN7PP6+aRbdfvmpai18VGoQfJ2fyZvztT2a7uNHOG7YOBPtQanWoL8D/Rjq+nbUBYjQQiNBjrx2gtdvbqalLF/ebX1PCfKMcC+ayAjMnUWSQHY4Q48tWmQa48q6/7KC2gSB3xoLIdWOdl52X+eL2fD9XFk3j7NSMHAIXXXQRPfHEE+RwOJJ+Ds8n/q699lrasmULHTp0KNvjFEwTr3EyYy1VfdVk3dDpzmc08sIYzjyinvvKZoILj54RH3eq/ebDK5+ta4r1M2knOJ3ruAoR8gyYHjDyFwxVJXxa4rRTJBaLlzoluwcLxZAaazeBTHjFbPBjMg8NBZRSJIveIaKPSTycumUuO5dYvLynm2ZXuKgvEKaY3UntviCvCwMb6cBwwLT3B8lhcJQm2w/ev++omZwpkM65IY6C/EH4Mf+Tt1S//Xz81kfTCjCft/rcP6wBENKQIUAUGRaPdjms7AwA59osFrJa9TaAy2eWsVM2mUMlkZOIKtwO2jMQ4U5W6e77dLxgvKZwPsIRjJaD6HploSgLG+7pGKTGWi9dd1pjPIMglzwzGc+VyyfRuVTwDoF//dd/zXiHK1as4D+BYKxe44lOAnPlLR5NYMt4PnBejEZeP7hyNb2yu5Oa+3SDMBWOmlVGN7//yFFJEaqv42nDNVakSidT7yGYlcm1zOQ7ns51XIUIeQZMDxh5ptunq/ojugUjNqJ3pU7LJ4ViSKWKjo2XVxIcJZEYq3Aj0+vBv+1hw/hwX3FdgRvp/YjoYxKPyT4cCAPBCB05u5yCgwN8TNQDo34YkwSM40D3EBvgD61voqfePMTfQ48/lHQ/2D9KEFJxaSZOV0H2IPyY38nbZAYMRtMKSCUoqj4vdTsoHA2yhgC6+4EDzlvRQH/Z2k71pS7q9IU4ewDOgo6BIJW5HUkdKkZOqvM6qS8UplBEowf+toeihnID433/4xd3chtDOB4gVmh2IBqv6b7uQeoeDLPOgctmIZfdQb5gmLsRQCcFYrL50osYa3apYBK6DPh8Plb/NaK8vHwiuxRMY6/xRCaBEGt6aMP+rHuLkxEeiCnd+YxmFIPIvG4HWfuC3H4wGVCvG4xqCaSXar8TacM1EUN7xH5PnEdnLEzvFMj0Oy6E9GPB6JBnwNSD4hlEmu54ZhtHiPxhRLI0qit1cg1sOrXpsaSq5juKPV6NAWXQP/DSnnhKL+ppkToLDmwfCHDpgLomxy+o0vUWwlGexOMV7y89Zi5V20PkIzd3GVAT912dPi4XQF/wxXV673Ash7p3sv1ASwDjQwovtvFHDgsS4ntLNVkCJttZM50wHfkxH07ByQoYjKYVkO68zZPazuEMISXM+uL2Ds4aqvU6qbU/wA5H8Esqh4riJOgPbG8boMZyjTQNE3drnNuMThI4A+5duyu+X3QuMOtbGfmkrsxFB3v8vB5sUTTLtlgsVFuqi8nm2ymTaXZpNvC4tB3MDHv37qXPfOYztG7dOgoEdLEzAD8K/Fii0cwE0wTTB2avMTyOUC81Y7yTQLRHQe0UvKrZJKZ0hDeaFzydUayIN5UzAABpYx3zAy7ZftN55XNF2sn2i+9gSdUCVrpNhbF8xyc3VrO4znSr4yp0yDNg6iPOMxrxJNgXiFCp206XrJ4Vb001Fj5JNvGfjHT30bgSx9y8vydhcq/GxWOzEN353A6aU+2hMpeD+3hjMo+om9dli1+T1/b10BlL62jdjg6O6Kva/9OX1rHIXHV1NVmR5wtYiHa1++jptw6xM8A4wZlf4+XtUCZg3A/KBWDgQ1elrR+ChHorSAgSAskmS6hRXr+na9oZufnGdOZH43071lLPsWCyAgajOSJGc4am+hxciEwhiIsClR47fWDNHFb4T5f2D0ekkqRCjX8wovGYzGPjY2xs5oyEUqeNU//RxhBZR2rs4D0zn8wod1MoEmWtEwDZDKpUIJPM1GwiXw6I3dO4XHXMDoGPfvSjfKF++tOfUkNDAxOcQDAalHdUKag+v7WNjROzoJOKwsDjCQP0+mHySQe0bQIxza3yZpWY0pH/RLzgWN9ls426HtbJ9AGX7TZcoyHZfg/0DPJ3kQ5mrzYEtdQDRsE4UYDz6NzlDSkfjIL8Q54B0wdmXsEr9E/GwiepsqzGku5+6TGzE/Y5EYdBMq5UY4QTFkYxomRL68tGGIOIjEExHMa716FPSBxWXRis1pt4Ta4+ZQFddcK8hO4AxmixmeeAZBMcCAhCM+CVPV3cheD8I2fy+cNpgXHCsA8ZBAkxRjgOkPJbNzxWvEeNMqKHxuuNcxmPcK8gNaYrP+YzqjpZeiW5cESoCWhliYNmVrq5TAAR/FQ2T5yrBkOcZQAOWNZQRrHgAA0GQ9TcO0SzK0sSxgauC8diPNEPxzRy2Cw0GIpy2ZLSoUrGJ589azGdv3ImZx0BRjHZfDtl8pUV0jaNy1XH7BB48803aePGjbRs2bLcjEgwpQFhJRggs5KkNCmox2emj1HUQmWLmIyGZiYCgeMhCGyzYlYZHez1p13vyFllY9p/svGkO4eJGNWp9ovvIhMor7aWgXcWjiPVC1cw+ZBnwNSG4gVVq2mO9qXjRDOnpIq2gNyTGV2p0t1Xz6ugSmv2Jh5GrjSOEQYxImQwiiHylywCaHZooi84jOlk1wTrqzaBxn7hvbGR12UoGOFrnmyCAyfF+t16dP+Zd9rolMYa/jecFhgnuhR0DYZo9TzdoYLPOnwhFiZDVO/Co2ZwjbIxeoi+6GiFhvmqZAxkD9ORH/MZvc13VwEzp2XbEWGegMLRmGoCarzONV4nZxT0+cOc4j/H66JSt8YtDZONrarEyRlNWN8XgnghMXcZo/3J+CSVnZvqWgBKSyWb30m+HBAN07hcdcwOgeOPP54OHDgwrchOkB/PmyI7GKHweI7loXLywhpau2Ni6eXJDM1ceKFxnLeb+0dd763mfl53IkZaKtKeaC2Web+IQJ2xdPQUQfUdI1I1O8l3PJ29s8UCeQZMXSgORM/pgYAuIDWz0pOgyZKKE7GtsbwA2V1oH5vsfgaSGV1A8vs/SJWVFtrTOfrEY6yOzoRWi5EoR9EQIYNRPBiKJDUGjQ7N+jJ3xq0OVb/wxlkNI85zKBRlsa5ZlZ4E4SzAfM6I9oNz1fXDOOGMxXZYF/+eXenhmmREAU9eVMuZeSproHcozN8vUpMRTWzu89OP1+3mjAHlwBCMD9ORH/Px3J6MrgKpjjkeRwTuZWOkHcA+mroGudwV9+DsCk/aCai5LSwyCdCuFP/uozDNqHDT589dFnfkGifniqPw/SCrCc6AT5+5JOkkWPHJaNoq5msBuzKdvkwxZIUsKpBuOUXhEPif//kf+uQnP0nNzc20cuXKEW1Wjj766GyOTzCFMJrnbTwPFYgJPrd5N+3pJ7JZrXTO8nq68vjEPs4T8XCjpVQ2vdDqODDcRgNIPRtedjNpAyDtiXrz1X5V/9wXtrXT3pZ2Oq9Ho8uPn5d0m9G+4+nsnS0WyDNgakJxEybCQ6EIT3aHglHq9gV5oq/4IVW3EfSrRlTJQhZOvcf7b37gqKT3MxvEGo0wurA8+f2P2nhoqgTT8keq8oR0/G3mHNTOIl0W56KUuM3ZBGaHZrrnBLbB9UNZQUOpk0gL0os7Eif0eFVlA2YNA5UNALGxXn9YFxcMRflZh4w7aBgoAx/PjIT2iE492vjycARQZQ2Uu+3kdtjI47LTrg4f1yKjBvnmJ9+mG85eKpkCE8B05MdcP7cno657tGOO5bjgJfAh7j+gxGkjr9PGbV19w9og6CYCRx0m9ckmoBhPS6+feUJdZ5QQgavwV19lpatPnB936CXjwmQtUkebBKP1Kcqe4CSGNkoyh0wu9aqMyFdWyOUF0i2n4B0CHR0dtHv3bvr4xz8eX4YaqekgmCLIrbjgWB8qICAI2TU4QUBe6hgMsYEEh8BYMVorwWwRghIUDEaihAzYVG4BpHPBCE7Vg3asMD7Asi0Gg5R+GMh1XjdRZJC/kzULqjMyvpOVMFxwZAMbxNPNO1sskGfA1ITiQET3IWoKfhqKRCni04h8IdZ/uelCvV2a2SBG5AvGLqLRaFEFVWq8R41rKkOTa/KTGF3J1m+sLWUxPnBiOv4wG6QwwvE5jO1UDgLzcwnCfKjFR7qs2Rgcz3MC1w2dCdBfHM6VYxvsFI1Z6OzhCT22D4ajfO/c/cLOERoGcLb6AmGeDMDZgm4PSBfGcw7Oi0de3c+fP7m5hY9nvj54ziI7wJg10I8041CU3jnYx0JjCof6AjyG6SCglStMR37MdVR1MjIHs3VM5RCEgxH8CB0RTPzhCECEH7cf/sA1EPm78dylI7J0jJN7BJNQXgSnoOKqVXMruRTpqEZdayXd5DyV2GOySfB/Pf4mC5pChBCtDCs8dloztyrpZD9f35HxeMb3xSaMOSUcAv/yL/9Ca9asoV//+tfTSjBFkB9xQfVQQdQC5KlqnJJBEVBFuYN6YmMnoLHoBWSzLhfRnEA4lrbLAKB60GKbbNZkpTrX8Rwn8SFAVOF20J6BSMrvAMsw4Yfiba/fx3VtyUoYsE4yg1ww+ZBnwNSE4gVMFJHDilaD+GrhnARXga+vPD6x97PiNXCVDo3IkujqTBdtSRZpS7a+EuODYyDVxMPs6EQkfQecFHYrLaj2Ms9hsutx2kb06c40ImTmTgh4Id3XmPFlfK7Q8HXDdQQ/Yt22gSDZHF6e0OMPzpT7XtzF6yLCjwm6UcMAz0I4aPR5O9wB+gTzQPcQPbJhfzwrYyCov//wifPo95tb4hoHcLrjOQvdHlwXAFkCHoeVI5RGRGPELc8wJuHd8WG68mMuo6qTkTmYrWPieqCMCvconKVhi5W0cIxvaHZUOm0UiMSoosTB64EDzDajeXIPZ8K5K+rppMbauFjp23ua6eU9XdzOdKyT82STYGQGwBkAvgFX+IJRbkHbPRRKur98fUe5FK98fJq2Gxy3Q6CpqYn+8Ic/0OLFi3MzIsG0FhfEzYf0RUwYoYqKSDFqNJPdlIqA+gJhitmd1DkYypiA8qUXkOxYXqeVDdJ0gFEIw/yEBdV05/M7skpQybz5y2eUjes4xodAnddJfaEweV2OlN8BrgW+U6TPwuGDiT++d3MJA9aBuq0YpYUHeQZMTRh5wWm3sUMAzgCbzUpzK92cUm40AM0q+UiDxSQ2OlxuADE7VSs71hTbdOunmniYDVJEwgHUzMMohiNgR5uPZlW64w4CcwrwaGM0XqN3WvrYMIfTFtyJyD5g5Hqk+8Pon19TwpNwRIdB/WcurY8fCyVX+AxzdUQIkQNg1DAAT0KEcWGdlwYCEe4Ljuggug4ky8pATTImEchCc0WsnFZs7DrQMXxdkJrsC/pYhAxgx48KVwrGjenKj7lqFZrvum7jeWTjmNgPbN1IDLX+WKLpgtkW4vtyKKx3AeHOJcP2q5Fb4UQEzxw5s5x5DNwAvvjD5kO0fne3zjuaFi+dLXE52K7CPne06926sI9UtnGqSTDKBMBdZS49Y8xi0bkLYwEHmfeXj+8ol2UJu6dxu8FxOwTOOussVlGdbmQnyB7SeS8BTAbR0xltnNLdlHh//ooGennrfmrq8VGl15URAeVLLyDZsSAcg8gOoleD4fSpgyDdzQd6+WGSbYIyGtUwHmHQjocIjQ8B1LLO92r8naTyQqtrgX7bauJfX+4WIcEigjwDpi4ULxij1qp1nctuSegmYOZQRLrQOisYjiVtJ5pNJJu8mw1STJTrDS0CVRZDfenIPt3mfam6WdUu0HyNIL4HhX5Owx8WAkPnAcylja39lPgfUoOXzyyjzoEAzfDG6PLj58SvI9aBMwAaOJgsIBkCPgClYaC6GDT3+FkhPBTVePKOib85KwPPjOe2tLNjBpMOtBb7yV/3sKMBzoWDPX4WiqwqcbDiOFrbRmL6c0j5qKu9jrgjRzB2TEd+zGVkVU3QwUu5ruseS919pkD2IwJAuL9wX+JeB08aNQSg9QFND6XSb+TWHW393GIQk/vZVR4uP8I+5lZ52JkA3gEHwPZSpbPIFOoPQDg0ypyENoOXrhmZbZtuEgzuUw4L2KsoecJ6Smg1ma1ttiuVMGoxlI60iaD12B0C//RP/0Sf//zn6e2336ajjjpqhGDKP//zP2dzfIIpiHQp62u3tTH5YcI42k0J8n52Sxt5NUSbda9oJg+hfOkFJFOwjsZiXI+FLAFib3FqoKygZyjMvWmxbbYJShnVE9UUUFkdT2w8SNFYmL+T+nLPiO8i2XVHOuyu9oERAlsiJFi4kGfA1AeU7q84dg5PRKFjYjQAeRKbhKcRtf7UGYt423yU+iSLSCZTvVYOAkzK60qduoHrtKfkGVU3i+gYeOmfV82i2y9flbAODF1kgsMZoM4fKfoAxAaNPKrE/3AdMYbVc8vj+8E4MVmYXw1nMTIIUFpgoYtXz6KL18yOG9Vdw0Y+JhUumx71390xyBN7PCNCkTCnpmOyjwkGnBIuu436/SHqR6aHVdeE0MsRkMVl4+OXuGwUGs5agNOgptRJ/3nesmljAOcC040fcxlZzWcK93jq7jPdJxwAsOPg1MN9dtslK2ludcmI9q5me2xbaz+XGOH+RFYAOBfR/gU1JVTqdjCPgXeQVVRR4+LSWUzetw0EuUQBqf5IAALH/GNXF/361SaaX+ONHyudLQxHKLgPXDgA4UObhbns6lMWpOV3LJ9oF6tUyGVZQoMIWo/dIQD1VOAb3/jGiM+mqmCKILtIl7IOwT0IUSHSoUSVkt2UimjBjjDKfH1axmnmub7xjdElkD72De8uyBzpXqjTRC3WaACJ9w7pCrJohYVoEURk8AB5fOMBXgeRnIk+dCd6PfBdqKyO2RV22t6nJTUIzMfBNcG5Pf12K2kxpMFaeFIhQoKFDXkGTF2YDXCzlsePX9zJ5VyIdIGbzDydDT4azziNBqcxe8AsXGh0ECTjGWPdLFJl4TzA+/cdNTMhUwAcbG4VhqwIbGfmUaUVgNKAZ99Fmm8X/WnnG3TdaYt4bFgHk5AVM8qoudfPucQ4XkuPPyFtGJMG7BeTfogO4hyOmFHGzgZM9O0WoiX1XnrzIFraWigSjcXLARAhDIZ1/QGgP4BOElG67Jg5fCw8c4F8fX9TGdONH3MVWc13CncuzsO8z6X1etcP3MupSpQUtyAzAM4A/FvPILJwMKm+3MW6KMjwUbyDDAFVOsulUpw0pJHH6aBAOMLlRBAlvfX371JliTPeyUDxD3gMJVXGsgUAjlDwQ6psqXx/b7ksS1g0jdsNjtshoMR9BIJcpKwvroWAlMYTRUSPQVLGTgRmop1f5SGLNcwtmZp6/KOSd66V7JNFl3CsH/5lJ9fgKmRSpolsAlwTOBD8MY3CA0E6enYF3fzkO9Q+nP6KiNfnzplYm6hkRIgxZ6riOpbv4uTGahbZwneL7xiGLb5zPDSQPnf9exvFKC1wyDNgasLYHg9p9ZgMG52scAbcu3YXTz7hoESKq+Jpc3u+XI9zLAZnOgeBeX1j3SwieYi2ITqG5eZ2XgMBXSlctQpDiQSQzKDEmP/4Vgv1DAappIzo4MAQd0D4xSdOjHPvns7BuCbBd/60lTkV1xXnuOVQHwsNYhKPLANPr5XXQ1eAmeUuLjfA86LXH6Eyly3ucFbPmVhM706ggHICPFcQjbz+9EUZGfqCzDDd+DFXAZZ8p3Dn4jzGuk/FLeABcKueuaO3KcR9Dy46Zl4VNXUPxTkGvNPe79dLZ3t95HbYOdMHLUr9oQgLFgJ891uIW8pCnwTHQemT226hrS2DzA8os4LNary+4AYjP6Qrp8rH96ZKtsbipMg00+zyadpucNwOAYEgW0iVso6IE+rRV82poHeb+3mCjTrL609rjE98jURbY7dkRN6jRb8milTRJag+Ay6Hldw2K4U4Gj56lAA8DnL3WogCiPZEY7TpQC8TPSI+YHekkhp7hI8XRiJUfbCfeKM5o3SvTL4LXHuMU6norp5bSZsP9rIzwPjQQLrxdCNhgaAQYGyP1+kL0ewKN4VjupAggMwAGKilThsvh+MA0aZrTplPZx2RXDckF5iIwTma8Jm5blYJfmG52RmxclYFdxkAT6NVmEoBxr+NKcDGtoxI93fZNI724T2WKwMXjl5shzph6B3gc7QJRDbGUEhP+0e4EM8O/MFxoYvTWiiqacM1viGyc2szvWYZTwloPyCTQwHLIFeAeSv0HqZTjawg+1ABBTzfkb4OETvYapOduZgpkJWzvVdX5892hFhdmweHrw1swPNWNLCOlLlcAMCxA6EIzarAe406BkJxDRLFRZcdOyfONdju2XcOsa1WY4+Sw+qkS1bPYiFudFRp7QswDzjAHSgpctrZQYBA26HeAH3+0U3UO6SLwMKmLHfbaWvrQMq6/0zKqXL9vZnteIgqjjcglirTbNE05cNxOQRee+01evHFF6m9vX2EN/TOO++kXOK+++6jO+64g1pbW2nVqlV077330gknnJBy/ccee4xuvvlm2rdvHy1ZsoRuv/12uvDCC+Of48F+66230oMPPki9vb30nve8h+6//35eVwH9jz/72c/SU089RVarlS677DK6++67qbR0ev5oso1kBAJj7LW93RzpQC0USgkQUTEqQutEu5v29wQpGHPRdactTHkjJ4sqZUPJ3ugtTRVdau8P8nsQKBS7rZouLDNKo4FhaGSz2ciOTIGohXUFdCPPprcGi1l4ko2HAx4yE/GaquuA6zKWdC/1XfzP8HcRirno/xm+C1x7fHeqPRY80fBcYzIxneu1ihmT+QwQZB+4R83t8RCFguGJexL8AgcADFOkrcJ49IVi5HHY8uIM2NPpo4OH+mhOzDlugzOTeuQRdbPDRq/iU7MzYnZlCU8eXt7dSXc+382fYZszltVxmcBIsFz3iByxV3Z3cdYXngt45iHzC0D6L1q5otRM9Sy3WfV9QCegfQBdBvR/o6sABAcdNogLHm78GIiMfNDg+4WDARkIwrnZx3TkR9VcMVtNFvORwv3bjQcT1PmzISKYDLgD4cTrGgzSr17ZTw+93MSOOwR5kGmF9svHL6iiQ71+tvGiWoAdfMjEQk+CZFxkzNrCDe2tIApG9awunMPP/+UEeu7dVj4eOhl2DYbjTgVkNfX59QwEALwD5yJaCzoHQ3EnsPE6ZFpOZf7eFB9mA9ksR5CuAllwCHz729+mr371q7Rs2bIRPVZz3W/10UcfpRtvvJF+8pOf0Iknnkh33XUXnX/++bR9+3aqrx85AVq/fj196EMfou985zv0/ve/nx555BG65JJL6I033qCVK1fyOt/73vfonnvuoV/84he0cOFCdh5gn1u2bCG3W39QfuQjH6FDhw7R888/T+FwmD7+8Y/T9ddfz/sT5Ib4V8+toCc3HxrRUgkRFUVUELLL9CGUizQms7f0uPlVCdElKDxjArykoZS7BaDdE1pyoXTAELBJCUR1EMEBUWP1CrSPsumtvWD84azxCTzyD6/fR+t2dKT13GaCiVwnzfCK7waZH1y3OxwdM36XSG3FQwTe6Olar1WsmMxngCA3wP1tbI+n159rtKxBj4zjPsbkEZyE1HVwG5KUoIBvdPyN15BOty0m8g+/so8qrEHqi7XQ1SctGHOJ01iMP3PdLJwiisuSOSMQ7YczBZE+CG8hy+Ln65voxe0d8aw2lEGh40GXL8ClUZGYhaN4WG7uNIAxtvQFWDAQZIraX9xVOC5SifEMwG2GSQQcAnAChKO6mrhCsqT1So+dx4rvDzucUa6XOQjnZhfTjR/VvYXfP/gimxMr7EMZd9kuJcS4H97QRA3Ow+r8ExURTHYM1rrijM+Y7hgYnpSjth/3YzCilx4d6BliuxAcorKTYINBqBURfXOgB/tG1hZKuMqcEAmN0oA/QhaLPqHHOXzqjMVUV+rSHaHIKgrqGQmhsN72WWUZ4WcJvxUyFrBcZYkiEOewWpnnoVswWjmVOeMUuingtr9sbWetk4mKC2bTjpeuAllwCCAy/tOf/pQ+9rGPUb4Bz+p1113HE3IAjoGnn36ax/OlL30p6VgvuOAC+sIXvsDvb7vtNp7U/+hHP+Jt8eCFUwHkffHFF/M6Dz30EJP4k08+SR/84Adp69at9Mwzz7DH97jjjuN1kJWALIPvf//7NGvWrLxeg6mKEerQ+3vYIWBuqfTHN1vowb/tYbJEqlCN10FHzSpJKWQ3QgSqd4ijOuOJSBuNVkTjzd7S15t66LgFVfT6vh5uD8XptS4bk+Epi2rYKQBFaIhxsUd2FKcA0rfgLUatKKb+6A2O2i9ch0BYTztFJOm0JbWsQJ3Mc2tMLcuE5MwGL8RmcN1w/dJdF1x7brdVUULNLUH2WiMNFg+NmRXu4ZTVw98lcPzCaq5fna71WsWKyXwGCHIDdd/jmYj2eHvafRwtQlnP5x/dzIacmoTDGITRCCPx02cumbAaeLpSLkCJxzaUuqh3mOeNLWIzKXHCejBuoVmSSccWVTeLsUHfxnheZmcENG6e39pGFU4b7TukR8RgXCOjwvhMuuHsJfTjdTvJZcU47HThUTNSdhrA+4ZyF/X54QCwsjMYk0ndgI9yKQGeBQCif8geQCownjnI4DBCb2aoi5LddOHy+HLRaskNphs/5mpiZeYF/Ihz0QGqotzB6vzjHXc6Z6Y6BoI2qkNIOAJnqoXCNFzyYyFy261s68FOspKF72XwCLoIHLegOqmDgrO2Ysgc0nkB9zcyicDNRrvWaFu/sLWNXtzWwUEl8BOXE6CMddi+g2Ng2YxSenJzC49btTmFPXfhUTPTllMlw/o9XWwXKufpRB1F2SxHkK4CWXAIIGUeafX5RigUoo0bN9JNN92UMJZzzjmHXn755aTbYDkyCoxA9B+TfWDv3r1ceoB9KFRUVHD2AbaFQwCvlZWVcWcAgPVx7A0bNtAHPvCBEccNBoP8p9Df3x8XmykUwRmMA8ZfoYwHWFhTwn+ApsWooczJ6seBEOrnkTilcWomiK+21Kn3RGXCslOd1007OwZp7dZW0rR6aqwtTUgLgyd4MBgmX0CfkM+s9NDVJ87j45mvAdJT2/qDbJCp/WAf//P3PTQQgOiTnaP+2A6Kz5jcex1W9vK+d0ktXbhyBt37wi6uF1tY42WiQfuYj50yn95p6aNn3mmloWCEgsOpnEgExbnBcFPAPhfUllBbX4COX1BJ77T087FqvV52aoDQP3jCPDrvyBn04rb2pGN5YuN+2tnmi4/5/53aSJceOyflOarv4JoT5/H1gpAVrhdI8ofPb6fO/kB8e+O1wvF7B4O0pM5LoWiAvxN8NxYtRge6A7Sv00cWGKqRKGnDXvKGMhdngRi/80L5LRbavVEo48jmM6DQObLQfgO5Pg/jfd/a6+eSHnDsrAoX17OjHOhHHzmGVs87OoE3sF9wACL4mLRDWBR8h/er51UkcEsyzjFvi84j963dSTVlLo6An7SwmoaC4bhgad2wYGlrn59Obqzh58Sz77ZSMBShcjhDQ+Gkx97c1E3dAwHq6A+wAV3ucXDHlvoyZ/zamMeX6rx+cOWqhOsAvLynkzoHAhSLRnniDi4vd9n4mYOxMsdpGh8b6/T4IvTkpmZ6ZU8Xnb+igR3H+J6OnKELEPYHNNp2qJ8N7nnVJeSwO6i9P8DcjmdHS6/eRhHPDi1GFIjpzgHjM0RBV5shqnDrmXfG6zKe33ch3huFNJbpxo+4h/D77RoM8MQKafF4b7y3xopMOWUiUOPuD4RIszu4pHGs4z5sW+pOi6tPnJ9gI6ljQBfAqsU4OwixfPAWbD4AFUBRaAlYiWASVnsdHEyB4j/KCbCPXe39I7gTy8EHQYeVAsEwlwbZLRa6/JhZI+xavMcxX9/XTaUuKy2oBtdqzIdgByQYwCmBTIS3DvSy3c2lqQ4blTmtXO4Ax+uZS2vprzs6mNfATe9fNYtt3mTXC7wH7tYdRcTcDYdLnA/HwS3G59SBnsHha57cjk8GM8dPZF/FxJGZjmPMDgH0V0UdPyLr+URnZye3a0H03gi837ZtW9JtMNlPtj6Wq8/VsnTrmMsR7HY7VVdXx9cxAyUKX//610cs7+npoUhk9HZz+fqBDAwM8I8WD7BCQ6WV6IZTZ7Iy80AwykYQ6lVBenr9fZC8ZZpuZMWC1Nc3RF7S6MU399Br2w+wkXX6snoWjPnj6zuo3KLRvJkOGghaWF352pNnUF25hf729l5OhUXEBfjr9nZ6dksbR19AxtjP4oYy+u0r28gaDlMlSvfDQWpp9VNjOTyqEfb6BqHM7SKyhHzktDlpcSVRQ6mDjVgI7e3tHqI/vb6LlaAbnBEK2/SJMQDinTXMj0Yl6Jh/gKrtGrW0d5IrGqUah4tqnVaqqbVTmy9KK6ptNNjfx8ccORaNWto6yRqOxseMc1hSZaFdbQMjzhHXCsD1qnWG6cOrquiPb7WSzeLklDOUO/z+1R1UaQty9M54reA0KKUw9fUGqaLcSjPcEbJYLWS1hKiiHN+VhZVsh8Ixbk0IFez3Hz2TKq0h1ucoNBTavYGxFBKy8QwodI4stN9APs4D3HDNmhrmAExUXQ6iroE+8kCgLkr0p1d30odPmk+VlWCsw/cuavuRzo8IvuK7Nl+QDh7q4Hs8Fa+Cc4zbBqMBqraFqLQU0XIrabEw7dh/iOaUENkig1TuslBvJESN5VYqpQAfH9s7woOkRWMUGiJyWYgcYWvCsXE+m3c301F1NhoKRjmqRhSkE2aWMn92W0NJxweHQarzWjm7In4dAFw3PKscw1E+RAAj/gGqc9t5rG/vaeZa5ZmuCDkgyFgOp2+YqmwWHtvp80tp0/4+CgajVO+K0PxSvTQMzzpLdIhmeN0UtIao0m0hi4e4TWuMImT16HoESWQC4sAacBZ/9KQZWeHcQrw3Cokjpxs/Vlqt/Pvn+ycAm4XomLlV8XtrPMiEUyaKwX4/nTW/hPa3d1FHYIBmuO1832d6j4BXcE+j5ABZBmj7h/fgUWVPwo7FteE20SU6NwDQ77BbkdWjO/IsFOVAl9thpaoSZI8Gqb4UPFRDb+48mJQ739zZTlW2IFkcESJ7jBrLbXTZmpl0ydHVScc/4prOclGzN0YnNVaT1+Wgl3Z2sJPR6bDSrrYg26olTgiVEsXcRG5bkM5ubKBLj6ykg71DNKeyhG3BVNcKvAe7lCKDrIPSFwpTY7klzt3j4RZln372lBmcOaVs90y+r2QcjyywJVULuCV41Rj2VWwcmSk/jtkh8J//+Z900UUX0aJFi2jFihXkcDgSPv/tb39L0x3IYjBmJsC7O3fuXKqqqqLyctwhkw/8YBHJwJgK4QebDB84uZpWLZnDEeiHX26i8hI37Wod4PSmUESve8L8ORoL0t5+C1ltVlrocpIvYKWHNnXxtn/a3kYbmkNsoNlsUVZvhUL2a4dC9Mr61gTP7ur5lbydptmo1ltCrUhx2tRFFxzpoE1tEU6tQtp+KIJ0K42OnlNB7zT3c20YDRtdv3mzh4ndH7JQb1TjFnxIuz/YHaU5VSCcMuru7+PaTwVdKopobz+S6Q31hhSjunIXLSgvof1dfdTkC9FRczzkD+G7c9GWrig9+9I+PoeeoF5fij3Ac7tydiW9dbAvYcx7+yP0jwN+evbdkeeIa7W5qTfu7cZDYCAQYyXtd7sD1NyD9jVRall7kD51uivhWoWiFtrbF+ZU1r5ARP8urLrCATzM+J6Wzyijwb4AXXrMfDrziMQMjkJDod0bcEAWErLxDCh0jiy030Cuz8MY6dLrzC0sOgUuAUPBOHx65wBdeIJzxL0LoT/U9iOdH3yHaB74ac7MOqqu1iPtyXgVnIN11LY2i5V29ukprFVVLvLYbXRgYIjOOaKBXtnbScEINARc9NETF9BRjbP52FpnlLZ2685VOIwxiQZvaq5SdtoDUBCHaNi8qkqyuKKcYYUoUf8OH716aB8bhs9uGTk+tHPF8dR5gcfB61vA5TMTrwOeVdU1Nawr0x8I64r/RFSr2clbXsHHwxjKXS4KDYWoLaA7t8MOO7W3B2lrdx/rzUSiNgpGiWaXeKipe3A42d9Ch/xh6hqEmCzO08EtD6PaSAWdYTFxLkdD9PDM5fV0xMxyziTLFucW4r1RSBw5HflR2WqoGUcE+Q/b++mFfUMjIuaZYjROmSgU3yGCPbfESkfMm0lXnDBvTPfIYV7xcslBzK5HwH3kjnMPsGqJkx58tZ3CDgeXDkAEGvfnPx83h372j33Ddf+wZ5H56qIbzlw53HlAzz76j/97cwQ3gWuYUy0eqqiwUYcvQEMUo9NXLaTq6vIxXFMPXXj8UuanX7/ZzdH8mMVCgxSh5v4A2awxzjqAhWu1xPg8kGl6zRmLRr0+uATn9Wh8nfcMwM528O9BcfdYuSVZNsZ7j0q9LyPSPYOOajz8XWULhcaRmfLjmFn03//931k99cwzz6Sampq8iaTU1tay2npbW1vCcryfMUOvxTMDy9Otr16xbObMmQnrrF69Or4OlGKNgIcWXqRUx3W5XPxnBn4YhfDjUODUxgIbkxmL68vJYrHSU2+10mA4RtVeF+3rGmIjCClOkQhSNPGDt7GCf3NvkGtgu3wh2nygj9bt6CRtmNCiUY32dPm5ph3LQbpzq/SU/oc27Oc8fdTNghQR4XY77XSw289q25ioxzB1Z/VmK0W0KK2ZX02XHDOXRaSefaeVyV7VIg0GIfyncXortoGC7axKL+/XYbclTPxp2OzTj5G4HMax1+2kudVe2ts1xCn4SCc7/8iG4W4AxOfgceoPmvNXzmBhsKauQXrjQB/ZDGOOUYyauv3cymZONVJwrVTjdfNDDNcK10DtD8YvMjPQGxuCgKg3g0cb19h4rdDvdu+hAV6OOjZdGMtCmsXKtWd48iEFC99dpddFZy2fURR1q4V0bxTCGLL9DCgGjiyk30Auz4M1QAz3PvgrHA1TmP2ccKRamH/gSAVPwJlprJcFR0PoD/Wh4DtdVbqWeRvHxPpGXlWcg+WojVXbdg6GeDZb5nGS226nDnSbcTnYUL/8+DkcHcSEAMdTgMMR/Ije2n5kj1mtXHeL5ep80U4M+4FoGGpfO3xh5r7Z1SWclvv4Gy3Mb4vrShPGh32osb1zaIA1CNDO7+4XdtMjGw6ww8CoVcDptR4nLagrZYcxHMVdA/pzCPX6GMNgKEwui54thUy1PR1DvO5gOMrlZYggdnSFaOCQj+uLUeOLaKIloj8fAhEiP0eIk99zuvtAf60t99AN5x6RE74ttHujUMYxnfkR9/vLe3vYvpmpasY37Kc1C6rH/BtUnIJWhtvafMOtDBcm3PvjhZnv7JFBemVfD1154oIxXVsjr+h2X4jfY7naD44FcdHBkM4v0FioKdGYX3Cdyj1OWjjMF+gWArsVPKI0AyBmmow7d3XoGi9KtwGcFwkMUPtAmJY0WJPqG5h5mifVJ80ftrF98XOBDkHHIDhSzw4IQWcA+lA1JWyPqu8UGE3/6fLj5/G6SgwcPDjaNU7GLcmeUWP5baV7Bi2uz839ZCkgjsx0DGN2CECN/4knnmAPaD7hdDrp2GOPpRdeeIE7BSgvDN5/5jOfSbrNySefzJ9/7nOfiy+DqCCWA+gqgEk91lEOAHhioQ3wqU99Kr4PtCOEfgGOD6xdu5aPDa0BQX67EKAGCyqsM8pdVOp20P5OH7dh4hTNmEaRaJQn6EoYBMuqPA5qGwjG+zJDoAnkMMvrShDBAZTICEgR+wEBbdjTTR7UakVi3OaPU041jZ5+u5XrXE9prInvR72i5uriNbOYQJE58OtXD/B+UaMFb2wmwFhBWDMrw0zImOh/YM1sqivTDQWzkA+OiRQlHAvGK8aIbgSxGFeaUonTxueCWrnuoRDvDyliLNhj2t/sCg+3poEIot4tAT4ACztfsJ66VrhGqDfGZyyO47CRw25hY7u1N8CCiJhIOC0W6SIwRTBZzwBBbqCErxA16vWHedLscdni93J9qYsFpHyDIRZ0BaeaxfvSqUpjeTrxJqPolRIINHcewfMWqbzm6CD2MaPCzWmg4FZVd2sUhjI+Pw70+Pk5AH2WMpeDvA479fp9zNPJxgfDHA7Ym598m7kPxwDRgUMxWTEKZCnhWvAm1lXPjwf+toe7DWAMqINGSQPqeeEvhQMVooAOm40FBeE8hV6OEfjchZKrUPpWtfFmhhpRZYmD/u3MxcK3k4Dpyo+5EBfMdivDkeOEtoaDI9jmcY7WNWW0tohKFBG2GGry4exbWq93YcC6EOPDKzgrlaidEr5DVhMm/XB8GrdVnAXdhhlu8N5hJ1IqoVejeLca6+E23ns44AZeWlJXSr5QhNr6gqyZ5XXaOQMLbbShKQV9qmTPAjM2NfWMW3B2vL8t83cnAoKUG4cAUmGQCjUZQArVtddeywJ/J5xwAtdoDQ4OxrsOXHPNNTR79myuvwJuuOEGOv300+kHP/gBk/NvfvMbev311+mBBx6Ie3DgLPjmN79JS5YsibcdROcA5XRYvnw5dypAdwN0JkDbQTggIDgoHQbyB0Vk8DTCKEV0H8YZR0QwF7VoFIArE5Po/iDNr/awNxIkjP6rEHPC9w2DCsrNUD41kwPWxw6NpLgAAiMavLf6xBlGX38gRrVlblpcW8rbwgBGVMy4P6z35KYWjvJgO6TMo8sAWnphDIe19lOjskR3XOxuH2SBrzVzK+nP7+hlDqwoG4mlbH+FsSGahQcR6vaxLBiO8nWA0Ymsh32dQ3x+aD2FczcTJtpe+YIWfgigXgvW7d6OIZpdpbfL+r/X9vO11q+6xmI5mPzDOQBDeH6tl248d+lw+pt0EZgqmMxngCD7wL0JbnirWU9bh/OwxuukD584jyfniHyBW8CfuJdnpVGMTqUqPVo/cfwbf5iAn79yZsadR4xGOTKkwMMnJ0kBHfH8sFl1fkQWgsPG3PrGgd6k48M5I5oPp7PLDkEWjQZjRF2+IO8P6ynjG6n8/UgJjukRP/ArnLl4plz33kbOKrAEfVx28MtXDnCG1Z6OQXZk40GGFoOAw6bXGIPjUVqA1mScfWXRhccA3UmrlwfYLUTXvmcBP6fKPXY6/8iZwreThOnKj9mcdOWylaFxnBC6Q2070tmN48y0a0qqCbaxzSlsMdzH7QNBtqWgyQSbC/Xr6JQFbtjeNsDCz+Y2oPg3bEdje2u0lFbbKk6FcCFKn1TJw2htVvGHdVQ7VbzHZ2d21HG3lsYaLwfcoA+FjFIEdzB2dEIAt/3prVbWGkBQCcdQ+waM12Is7V6z9dtK9d2N9gwSjMMh8LWvfY1uvfVW+tnPfkYlJcmVInOFq666ijo6OuiWW25hQT9E9dESUIkC7t+/PyE14pRTTqFHHnmE2wp++ctf5kk/OgysXLkyvs4Xv/hFdipcf/31nAlw6qmn8j7d7sM/tF/96lfsBDj77LN5/5dddhndc889eT13wWGjETNQ3NhIr0LNlcse4ug4TCREUmAvvd3cT49saOL6LET7WTHVrk+GEfGGxxMeTiM5ALOqPHTqklrq9DWzwAhSuQ71Brh+Hn2bT2yspjcP9jHJGz2Vx82votf29XC0CQYmCNBoGK/f3cVGNQw4FkWMh3NSAzoJvL6VODsB+0DkRxErhBahG4DrgIeJan+lMh/gjcbrqjkV9OaBPq7vRxnDnCoPLa4vZeMT54pzBhRh7ur0ce/Z49FCsamHGmu97CDBGDBkXFNcW1xjRBDRQSAY1eUQYWSjfAFROuzP3J9WUPyYzGeAIDfAZF859uCwxL2+YlZFfHIOrrh/3e6ELChzhCZdFAcGGSLt6Flt7qdtRjKDNZUq9Vh6XpufHxibHtXX6LWmHja2z1leT1cePy/BUMTxwa/IqkLGFZ4J2A6GMZwLUP/Xy7c01lxBpwQ4SsGx9WVu2tvpowPdfrr9z9toVqWbRcbOO3IO/X7zITrUF+ByBb1VoMa8Cwc3uoBhuXpE4FUlDuiiusNlZsNZb7i2Hz5RDNxCwHTlx1QRc8A48SyEHvHI6gRXYJ8QukM9erLJfCaT2DivpMi62t3po25fkEuw+obCHAwCD+I4gPEeNwPrbG0d4PbRKgMK77Hc6IxAxwGj2CIcldyWu8xJvYEwbws7UV0/86QZTgfsF+J6cKwe7PXT0nq9hXWlB1lUEQ6McVvEYf7BeSDApUp0ESAC7xon4rAtJ/o9qmg/2tEmyx4zr5vqu0vlvBFMwCGAifDu3bt5Er5gwYIRgilvvPEG5RKYmKcqEVi3bt2IZVdccQX/pTOEvvGNb/BfOo8vHAuCwoCZCP/02k56u7OVSp12jpCAtNA/9XebmjllHWlWMLjwP7TQAslhUg8RqnOXN9AVx8/ltCb0227tC1C/P8zGGCbbiJjh/5jcg1R3tOkTfnM2wKYDvbwNjo9oEwxMZTxju22tAxx1W1jnpabOQWoziAqmAhwXSAGDF3Z/1xCnqc6sdMeJFWNVyXR4mCAyZPai4hzh+MAYcA4od9jbOQjZLdZU+OUr++mpNw9x2i0IFqT7+MZmPhdkNMBDjOwA1mmwWThChXaKf9iMuluNyt1odWghdzTG1/m9S2vo9KMXcR2dEO7UxGQ/AwTZBXgUkTiIpCI9tGMgwKUD33hqC336jEXMtzC0kkVowH3K2E8XxTEboDBW06WNjojynDiPzliYfnKVac9rY7YA0vmN2yDDakmD3lfbmE6LyN3dL+yk1v4Ap/QjYaqxzsuZUA+/gtpWjZbPKGdunlPpoU4falYjNBj00d5OvRwNHQ6QVQCl67agndvfwpAGkE2Aki5wbSalAeVuCCiidE1vU/af5y0Tvi0QTGd+NE+6lF011nTxXKV4G3kFDsCzj6inC5eVJwjdTcQZoSav4EVkXW0+2Kc7HYc/x2QaGas//cc+evbdNnYqIsgzO0UWBPaFkoNqr5NtuWqPM2Es6g8lVUodH+eIciZkJMDhiPOEDgwyE3D9zJNmlCMgAwFOB+gccFatL0TvRvs5u/T4hdX0+r6e4dIFP3ey6g9GOMMV3V1gU8PuVdmpxok4MkTN3yMCY3AwYxyjXU/zcwD2KTobqN+B2dE02neXzHkjmIBDQKXSCwSTCSMRrphZTk5bG7fbA9kMDKu4wikAMgZJ+cMR7tccioSZgFW6P4zIkxbVMOmgDhWTWlhcIDiIQiFNq8RhZbKcUaYLkSCKBPJDmhcmxyobAHX32CdST0HCEObDRByTeRiRIHZM8pGpkCmg7r31EDor6JGp7YcGaNnMMuqFJzcY0VulDB8X3lMQ5u83t8RT0FTWAAgS1wbOiKFIjBxct8qtAPicce54iGBkeAhAiRWRru6hMLe4QpoqD9tupe5BXWQQG8O5AgcJrj3KEU5YUMP9wQtBSEWQG8gzYGpBGd+ofUctKu5sJ6er65ygDFRz9A9RpTuf38FRJXDJ5cfOThkhHEvELVmUB+rSaA9lEO9OgNkQBJE19/jpuXdb6VNnLB6xPo6LbWCQK8ctMsmQCXXnczs44p5UI+H1A6x2vaDOy8+ZAz1DnEaLQ4IvkZUFTqwrdfJ2yAwAoEGDYyC7qncwymm5JS47ufz68waZVeDgUEDv8ALdAEwikCkA2AxZAeUlDvrKhcvj54LyLTFyCwfTnR+NGT7jTRc38w1sF9gyE4FxPIjct/uCtG5HBzsEsuGMME5eMV7YeriXje2lD2f5WPh+h0aTMciD7My129ri1wCaKnCeQncK9lWFx8HtUFONhdX0X2nisiZwBvJmWeyZBQK1EVyJMgCYcrDnYKtiPQg4wpkwGAhzpxnY0chMwPawa2HrwSmA9xpZuPzqTFN2qpqIw/ZWQSZkz8KWRBAW2WbpHEQ4D4ix4vkD21r9fmDjImstlS6BaAXk2SGAVCiBoJAAj+H7V82iP7x5KF6/iV73oGAYeVD819tn6eQM8vNHonHSQvoWiAVECKMLE9xAJEZzK0u4ywAm3XAGKHIBKSuSD0c0VtM3ptKC1KtLHLS9VRddwXgQYYdwFEi0dyjzPsIw0pF+P8zlnPa/aX8vCxWinhXODSMBg7yNKWjGrAGcA2c/9AdpbrWHWvuD3KkB54qHQcew2CFq9nB9sC8AxjEiXjgPmLlqso9rCifFwLC3Hd8BvgvB1IY8A6YeUHf/p7dbuVQAd3fUQtQ9GOYOI0gFvenCFQnRPzha4QxAxLt/uCzr3rW76LNnLaYfXrU6IS0TUZyxRNySRXkO9Ayy4yGV2JfREIQBDW4D/931lx20r3OQbr981YjjKBFAOG7BoxABxGNibpWHJ/Wo7YUVrybc+LviuLlcugVeRpQL/I7IncepO0qh/o3nBbQCsO3tz2yjwQDaiuk1Yig9s5CdM7Vmlnu4tAD74I4sBiD4X1vq4AkDDPbDAoR6pE+cAIUL4UcaNVqbkUL9MN+AfxCAwYQTAZzxiNIZx+OwWmhL1xBnSELcc922toQMgdHEApPB7PzY1z3IZawQL93fPURBvWWLnmo/fB/Xl7n4/kaEHeKmHIAZDNFD65s4a1OlyCM7QHEsPv/IiYklTYnniA5XESpz2bnzU7kDnUliPA4EpdQ1xznheNgvOAkc04rov90a50EYrZZhniz3ONh2hJ0YDUXZVgbPwUmDDFsA3415Iq5EYrn8SdOdE3VlzrRZXH/d3s4tAaFdgKxYlIsZfz/I7ErnaBKtgBw7BHDh89VeUCAYD75z6dH0vqNm0fNbWumFbe20vKGc0zv3dQ0OR1r0NE8QMoga0fpueG814sm1UntFxgFEA5HCiQcHUvYhCqUi7hevnsUExxkBDWWcbtXVE2SjEpF6kCwmz0jnxy1TVaLXX1mH76Mo12Flfl5YFw8CjB/HhFHpttvIF8Rk3UJvHeyLdwtQooJqbMmyBpDRgHPCAwnjgQMFu/UPkzyIGw8zzqrA9dCIa2d1qTHdMIXneX51CQsIXnbsbI4Ooi74vUtq42lrgqkFeQZMTZhTaL2oUw2jk4vONWioAk658ng9vVP9YZKPCToMSgDb+dDCb2MzR3BU2yxgLFEbGNaYaJtFWvEezoefrNtFz2xpHxEZUobgfet2sTMAQGYXzHCkw77vqJkJugVGEUBkWrX3605XiABCTKvDF4zX/c+s9Iw4zo/X7ebMADwn2MAtc7FI60VHz2SngYqQzqzw0IHoEDsQwJ+QwZ1d5aHAgIXrdCPRGOuvGKHkZeA4xuSfWyqGYvxBQ5mLOxaIgVtYEH4ciVT3vZokZlpGgLr00cRMMx0PZ0l2Dw0LTOvaUiiNRETa2NJwrPXmZucHOrOgvh72FOyzPe2DbC8BGAOcjniHTCLYbggiYbKPyT/S9nGeXLoZi3HWkS7oF+UJcrqgC2w7XFNwBkRQEc0HR4HbFOfiXGATwoEL6oG9WOqysi24r2OQ14WzAqUNKjiGklJ8B9ecPJ9tvWRC0eaJuHJosLBiXSnblR29YW5fmMox/NcdHfTk5hYKhO3cGhu2J74vBOHgpE3WEcu8H9EKGD8yyus98sgjWaE/FEpf97xz505u1/fd7353AkMSCMYHGHz/cmojCzlxRLzczQQLoP6dlaU1fZKNunrU0sMgRJs+pL/CUwtFZ0y+YRQjbeo9i2v11PphIw0GsC4Wo2cEzK4s4Qg+0kffaeljrybSQyEOheMNhZCez20QqMxt49TQsZgNWBfbgNxB7FCexkPGarFSTYmDP4NKNYzapQ2lTJrGbAWM1Zg1gHPBOSHyh3PEueKcce7QPghHYvwgw/XBw4KdKexJ17dHJG3FjDJ2koCcoWZ93WmLRDxwikOeAVMP5qgWHIJKgwWlSjCaYcyCI1RUTwGGFtaFsxK8xK1F+TU2Yl01icb+YLjhNVnUBpN01BsjnRS8hUk01scr3j/xxkG678Vd7BjAeJW6tRLngiF4/pENLMIKbRO06YJBiywmOIrVesbzhgggjPNSt41mVbiZ1yACiLp/nLeq+zcf58wj6jiKhnVQmoCsLfDs2m3tnM6qshggzApDHpMAlIpVeh3sOIEILSYAGvP64WuAsiw1r0Tp1n+ev4x+92+n0ncuO4q+c+lR9ItPnDiu6KggtxB+HIlk971xkpjsHlZCour9YXG+wzYNHJFIq1frGGHe3jweRLTBBwh26Fk5yHCMJm0FrbqepJpQGo8VzzbqHWKbTJUNwQaE/QS9kauOm8N/C2u9zJfc5eycpfTjjx7LE20IZCshaJwna1JZ9W5YyEJCMAlReaUDgGP/+tUmevCl3TyRNgomgkRg88Khi8m7EnlW5wKnApyYEARcObuCVs+p5PeXHjuHOR/Hg82J88CJIesKXHrWEQ1s62EM+G7WbW+PXwPwErLDbrtkJb/iGMbvDk4SALam6vBidAyD/7/5xy2sYXOo1882NcYCex3tYtVzw9gRK9l+MvnuBBPIELj33nvpv/7rv+jTn/40nXvuudz2Dy33oMTf09NDW7Zsob///e/07rvvsuAfCE8gmAyYU4aQVo/IfjSK9k26R3h4fs6oLnWywfbq3m6eVMO4dQ0busgkeHVfN2cQqIi7ucUgMgKwPdLpsT4IKhyB91kjK8G4jvH28L7C4wrDEOKCKqU1HTBE9tQOhbg0wRrVWEQRgoQWTX+QoRYNY+0ZDHMnAe53Gzvc7zZZ1gDOFUQNAx4PLHiRce5YjrrWWXYr6x4YPYZ4dpY4rdyLFm3IJBVrekGeAdMjpReT7xkOiNsh8u1iwxkTWRi8j288wNupdHVoBiDKhAmuqm+tKtENVjPMURuzIFSyemOUL3xgzWwWh3Xb7VTmiVJUi7BTFhGzZBGmkxpr6RfrmxL1ZGIaZ42hK0oy5Ws4dY3aMOa6f1wTOEpVi0GMFR1lcH3wmd7hhmhBrYd5FuKDnFobO+xI1fMtiIKhKLX2+cntDVJliZPqh/uGb23p5wkKtFrwfMJzCNfGWK4gKFwIPyaH+b7HK/QzkkV3k9WFY1tjlsG7h/r4nvvfv+/ltHpjdkEmrQKhF/Xz9fv4HsOkNxyNkj8UYX4bC4zHUp1KcP8iwKTrAnh4sp+qJaG5NR94E5yh2qBC3wDvLxnOSDWmvz/7ziHOHgCPIKiDc3HbLXTmQg8dGNJbVbOOgcVC1aUOKnHo0XrjtcCxcRyUAagW3BgDspsQzce5uR1h8g+huwBRW1+AIqVOPjYcn+BJnCfOF/atOYtKwfjdGZ0k5nR+xf/IVmUnSkyjA91DNKvSo7fGfq/eGlvtW8oCJtEhgHZ7r7/+OhPao48+ym34mpqayO/3U21tLa1Zs4auueYa+shHPkJVVVJDLJhcpKp1hWcSqbAgb3ht8Yc0TxhfMN7wB6VnTLI9VqTA6sbngmpvwsMLhiPS2La1Degt/1w2fhjAAMU+Iqwkow0L7xFH3o6cVU5bDg1wLRf2j4n7cFlZSoAc59d6aa5WQlub+8nttLHIFNL3WdLPgjaGutEJA3lZA/rdRjlLIaYNsMFqbkWIc0BKLib4pU4ksBK5LMhkiHKJBc4BHnSVxQrvMq4Pp42Ve+iWf1qRNF1MMLUhz4Cpm9KLqBai6UgzRQRKRfHAbUo88OYn3+GMKQBGHYzdT5+5hN+r1FYY2BydSgHFF6omGEbfaO2p4JjQhf/c5LIEOIIOBywU+geHs5SMDghEr9CnG2UCSk+mwmPnEjKUdSHV/7r3Lkyayox2g+gwoOr+UYMLRzKMbjxH0GIQhKnGCqcrOBMZWui9iigcnLNYhtaueG681dyrdwMAX8eIIgTHsUZ/fvsQ95OFMY/9gKs5SonUc5SqSWlAUUH4MTXMDq1U3UpS1YWryd/mg73sDGDBvkCUuiyH1wEyETCE7YIAEcp9EKVHBN7j0JdnCqPzsqbUyWWbCN4cPbuCevxhtiuhrq+yJs33sPF6mB0LaGGq+ALBIGS7GjVZMCGHExa2pfJhYMLOgtPQrLKXUF2Fh7sB8Jjq9DGBo9FGVo0JzhccE5miyAjFsW44e0l8bLhuD/x1Nz3+xsG4mCnWvfP5nRxMgw2LpbBBcS0DoUjS6w1tGnC9mrgrJwmcqwAm+Ubn9PyqErKEYtTkC7P4Na4ld7o5NtGxI2UBBSAqeOqpp/KfQFDoMJIu0p0gEIXafpA4yghAggBE9TAZVvVd8K4Cw5oq5HZY4w8vGJSYfJ+8qJaNWUSukFo7FEY3AI09pfgcjxZU1jaUumhxvZda+gK0u0MvT0B6KWpIlchUOsAg9dhtnIUAJwNax8DoXjWnktsmclovJKqsqOu3cIsZlChgOfplI10VHvHntrTFNQ5wLjBcMWgIFBqBBxHKG+AUUa1yMEw4O5AVgYiglAZMb8gzYOoA/IjJPibPMChh5J19RB1P9KEDoByq3/nTVq6ph2MQzIg6VtV9QK2bifCXaocF0SrwCtJBVcpwsvZUeI96VbVcc4SZp2EI7+4c5EkzDEyzMQgBQWgGJOjJDATYEYqsgwf/tpedp9vbfNQ7pIsAGiNMqPvvsgU5NVkZ56hnBR+aHQrcdtWKsiriDi7gSjwLaNhJq7IHcL54NqhyMUxAsC6eSVarj5XDIRZWP+zcENHA4oTwY3qkEn3D/ZCqLhw8gnT2m377NtltumAe+ArBGnAW1sG9DTsP92k64VJMHhHNxgQW20KLqdSt196bkUy81JxZ1RsI67YiC1hrbGMpdf10+8J7TIphl6pWfbDRELSqLXWyjYjsLDXJ5haO+3vokQ0HOFijumABSiMLrxhXZVSLj+lQf4BLk8B7aCOLa4T9Yb/coarSw9kI3C572LGiAPFUHGJYj3u43BZOFAtZLHpGBHRa4ATFtcSx1fVWjg5wKEZ26qJauu70RQmfpcoEWVbhpBkVaJFt4QBUKptTMqcKoMuAQFBsiLeMeu0Ap/z7AngY6KSK1FLUZjHpgfCGt+GpOlRRozH2SiN6o9KjvvTEW2wUx72zkRhvhzYzTrueOovlVx4/h/6ytT3ekhBkiigblKWVAyId4Hl940APG+VwYqgyAPQIx0MDhifUX6FiG9ViPCasi10jVfah9fvo6bcO8XooCcB5YCw4J/Ph+fGFNjWapreVsetaBXj4QmQLzgAVERQIBMUPGKVbWwd0BemhMDsd0Ybrxy/u5HtdiQeCS0CPKL/CrNYfszCHGo3t0YS/VFQNnALnJSbRcMqihhWZCCxYlWSiAGMQRuz/vLSbWod0cUFMDsBpqPc3G7EK2A6tYlEmAENbdQRQgqw4z4qSkem0xgkLJh3haIgnGXCiIoVVORTgbMW1Q/kUnAJoz6oEuuCMRZYAc+2wZgycKSHUAww7B3C+eFfqsnH9MGpzxbgVTAcki+6CH9IJj+J+QbYQ2yW49216Wz/YcBAphBAd7B+I0CmRZZV5YCxNUvc3uo8g4o27cJ7XTpubehNEBdOVHxjFEpHWz/4/TQ/EJKtnj0+Oh0KckQBnZHNfgHkNY+asUatFLzPSNBYSLXM5uPMAuBB2Kyv4DwTZMcvzc5OApXqHIE8DFP3ZSRDjVH+NSwpsHDiCA+LMjnoeC1pv47jIDjM7T/BvcJ1+qMMtCwFwNzpNxSJR/g6AvV1DnDmm9A1wvsYONL9/s4XFBOE8TpcJ8vAr+6jNFyS300XXnbRAAlB5hjgEBNMCILovXbicW6SwZ/Zve3TV/xjpqakgPUyIo0glO7wdq+orQagqD1V6nbSpqZcfSjDmbBYtTpwcAbJY2CMLx8GTm1p4In7kzHK9VrXKww4BtKgKB3QiTQcE5GA8o9bUKDYD8UIcC+3+UMeFiD7WRTcDGMp4aMJwRm0vHjhr5lVSL0e7dHErszPAgQwDm5UfKjBg4TXWg4EWut5UuyUQCKYGYPTBMOQOA3YreYZ7Z6tOAbjnYeAhxRaGNia6esGSxmVQyug1axHAsEW7VlVzb1wHwlJ6ppbubEXGFBwNMNxTpYHqhrhGj/1jKzXY0AEAabkx5j4Yy+D1ZDB2BABHwyhGRwBwMDgQbVhR1wpRWZAfBFKNKtUY/wN/28PbQn0bLK8MazgDkNWA0q9d7T56YuNBdqxgv75AmJ2v4F7wMJ4FwXCUECsDoCGI5w6uI54n4gwQTDeYo7ujtYsDH6DGHfpIqGH3heBYJBb3VF2f0J4OivQoA0Xd+eq5lVwuap7Uq2g0t2V228hpi9DDG5pozYLqlHomRgencaw4FgI9GBcyjlQ5ldkRinp/lDCBtyBmDe2QBdUlzBF7O/SMArQmBF9w6VbMyY5M8OIz77YyByvVfW5jbbqe8A+g04t1iNjBikxSHA92KoJdNSU2LkXCeH+78SDbjkatKbMTQ7/eDo7wwyY0Bo5mVXiopU/XWQHAhzg+bF84TdHGu30gwGUd5g40yIBKlwmyel4FHTzUQXNm1iU4aAT5gTgEBNPzQaTpNWcgPJAwjLkBf5gCw84A3QuLSHuYCR+GIMSndnf64tH9wWCUhacwyS732Ll29W87OpkgsS5qc7lMYLjPtRLqQ3qoL4gHSfqxwsvtdOiTe7RsYRGrwRA7GRD9WlTnjad7vf/omSyWw2l0Vj1bAUCUq60vSI21Xm47OBgKD/fF1jMgMAQ4QFBFgIcOHiLw6OLhyw9QU+2WQCCYGggN12hiwqvScOEYBWc9++4hWj1XT1W97rRGFsrTNQQQwXKy2JXqJmCMmIE7UBKACT8m0yAYGHpqHUzAZ1e42XDH8ViDxW1nwx0RMLMolcLqeZX09Gs2au0McHTKBpKLxejZd1tpcUNpSqcljPjLj5tNv96wn41kj8tOB3sDLBzbH4xQcw+i/hr98Lmd9Mgr+9mYV2PA32t7u+l3m1qG02L17gXYB5y+r+zu4sgdjGA4ANjRMXxc0OvC2hKOcGHCAseLF6VpkQhZrDHOlMBzQHQCBILR68KNk3BMJBFpR9YilOxRqqQmmMjOhCL9xWtm0TPvtCWd1GP/uH+RgdmHqH2ZRs3+KHcuSCW2ao6gqzIGpOFXeuzs2EO6P2w2Y9YStgE/qE5PqlAUGVmdLr2EFan321oGuLUfbEg4G9891M88jP1Bv8ltL2E9AWQ/YFLvddup2qvrXKHsFWLTDa4IBW1W+uc1s+n3m1rYpm3vC7AjE3Ydsplw/AZ0U0E2xWCI2x0qWw8wZlMo3leaU9gWZauwP2GL+gJRmlvj4c5XyNjAuHA9wG3dPuhY6Xxp7EADpMsEaawtpUpriKqrhRML2iHQ0tLCqqkCwVR7+Ki+uPDQDhnTAzRiYzEWi5C1xMK1/DBajcD6TPIasTMgISOgsoSjWHA6wEiGYwErYtJuyMBKCWQsaDGNQrEotQ9EOMUWBFvmdnAJgkr3QsYAshGwT73bQeLO4Z1G+hiM2gG/7jUGjF5mp91GDRUeuvaUBn7IilCLwAx5BkwdqDRWCPTBKQCDERE3sF9wKEZ3/2UXc41Sj/75v5wQF4KC8BX4EmrhKvKGP6Sj7ht2etaXOpnrjJG1eCp+TGN+gdGNKJQyprF9qv7iMBQR8XuluZ3rWlHDCn2Xg71+uvO5HexUOGNZHQsDJhPs0oVXY+SPhPg80TGltRcROD2CBqeqURtBRQphnM+qcFHbQJBLwzDpR8kWMrd+t+kgT0Bw/bAPJcQK4D3KFYx6DDhnpBa/ufMgaS4Id+kRScHUgPDjxJGuLjyTUgNuuzwsxpdqUg9HKOw03K5e1MBHkNETi3cuQAlRukmrAqL6CKxgQg0e4eynwVCC4wDHQuAIJhcEUVUQCLZYS4+fx+a1WqnK6+DMqutPX0Sv7u2ie/6yizVSykoctP2QjzVTsA2ct2iP+m9nLWYnqOrMMBQME7kt9P9ObaRZ1SX0xMZmaqzxcvYoHBIYAw6NMUAEFZ2uUDKlypWwH7R8NWdT4Fre/OTbPG5kuMLxCb6Djgoyq+DQqHQ7OOgFBwacI/OrSzmbDOLWyERA9obqQMMigsPBOOkQUMQOAfRZve++++jDH/5wbkckEOT54YN+pTDaYPDet3YXR3NgILNA4LCwIDzJMPiMUX31T0T/0cfVmBGgBPxQ++8bNnzhVQU5c//pDMYHD3YkGmYlW9SZcWqv1RpvE8NCh71D+v69Th7Dhr1diU4NGPhRjQUHYQijFjYaisYdEpUldqr0OOkzww8YIWZBKsgzYGrAmBILzkArLzgto5qFs5109WgaoR6NbCFsC8PRHHmDEvZ1lka67aktbDB2QQ3cH+HWVcpANhr0iDrdv243p7FuPTQQ1zVJVwJwxhEN9KedPs4q0DVRdBILR6LU1B2in69vohe3d3DUXQlnmdsYogQKDg2kr3YOhnl7ZA4gCysQ0fg6qPGqSOHC4VpbODvYqIYR77RxiRaMXNT9IpLnH25rC8AQR2QP6bPIElC8GovFqNJaT9XV1ZzpIJg6EH4snFIDY69686Qe9zWCKkjNRxll1I4OUVYuIcK9DGcnNEJe3NZBvf7DEXTlgFAOCfyhFOitZr2EEwEf2HlGxwGcBqVuG/UM6jpTIAjc9Uivh2MU3IOOJDPK3Tx+iLM+v6VdbxkNoej+APMptt3TOcT8AnsTRGTsCICgTykF6KjG2VzPr84d5wTNKiWWDRsW2aODIT+LA7b26VleRq6ETYkyKzgDMH4Ei5RjBboGyCoA/+IaQaMKbVphV3J77kp9vSNnVtDmaC8vh/aD8RqqMUuHgCJ2CHzrW9+if/3Xf6Xf/e539N///d/8QBMIpmIpAcjQN1xXW1vqoj60EYAQFtr9JZnJK2VblREAAgdpYl+IRCHVFkYkxLlg+GYKkD8LEfYHOeUM+4DBDmVwRKygYI0HkcoY8HONb3IoTQAMHx5mRMOQ2lVd4kra1kUgMEOeAVMD5pRYGG/vHOrjyHttmVM38Ox6qioykBDlUZNkOE2RJTW3aqSaN7gSUSxwTIndxtG6SFBv2WfmWRjW4DNkTum8ZqVYNEZ/fOsQza8tofk13hHGIrRNLl41i+59cTfX4AMoz4LzAeMFv4HTdOGsOp7co6e2cZzoaw2uQwsuRL7Ao+Bkf1hv39ofCHPGGJzExlKIcreDncMoqYA4FiJebx7o4+cEDPegdvgcsR6EWXFe6JIgmB4QfiysUoN0mgRIz0d2VCwWJVt4iCfmmLziFRmXL26LMJcgc0iJjpqFBrGcJ/YQph6+/SEuitaASoAZ45lTVUIOWyAu3ApeuPAoBKB6mb/gDGAHgNXC5Q+YQGOyrjqcGOFyWHncxkwm/EE/obu7e4STBHYo7E7Yf3r76MMGLJwfj2zYzwKx6nmAUq5DfX4+J6T/oywD40V2LGvJDIZ4f3DmIltA2cO2QJhLFIwOGJS1QmclWZtq6RBQmMjYRf3pT3+a3nrrLerq6qIVK1bQU089lduRCQSTABA/Wp3Mq/bSvOoSqvU62ciFIai3CkwEloBQIdCiMgKOmFFKPn+YiXV72yDXyoI4uR3gcF7pyD2NBNZUkXw8IIaCUerzR+i1ph6OsCHtC/Wx8Erj2PB2g+9VmxgFpIlBNBDEjnq1mjIXG/Q4R5yruT2YQJAM8gyYGlATXWQyHewdop0dA+R12rlzicqKwmQeE93eIV0AEJN6GMQQY4UzEVGxPZ0+1jYBr2Cfeo9vx3C0XZ8Q432yHt8wBpHiz5G1mK6IjQgVxKpufvJd+rdfvcGZCDimEavmVbHjAfopiMLbbdZ4n2zUtwKI5KOcAYJ/MGQVNxvTfhG1v+HspVSNdN9hfsbmGO/vN7ewwwJjhNEPw3dnu4+Nfrg7IISIP/TuLnHZOYMMxjxeAR6LxcL1wKKSPX0g/Dh5UJmexkkm7BpkLt12yUp+NXcSgQMA9z7u3TKPnZ0BKuMSk3I4E70uG2cMrNvenhBFxyuyjDBxhigq7n2sCz5DKj34w3gs8E5tOeyuEvrsWYvpB1eu5kCM22mnXR0+TulfXOdlJyZYBOn8cRtw+Hy4tAkt/+hwlxcjmnv99PKeLj62OneUBFSX6uUIZvsVY4ZgINoL4hpsOdRH+7oGOTMMfDgYDLPDALZmc2+AtrX6qH1A19wagiihZgxcEWtw4drBAYNjqS4x5u9FMEVEBRcuXEhr166lH/3oR3TppZfS8uXLyW5P3MUbb7yR7TEKBHmFanXFrVNA0BCT8ji4bEBPMj0McCIMxu3hAY7mI9q0G8YjasbYQB1Oax32Nqv3EPEb1v1LCawdG36Fga38xSUOG5P2a/t6+GGi94XVuwdAQ8CcxQAngZMOiwbCy6tSuMRgFYwF8gwofsA4Q5bRb984yIKiKg31vBUNXDPPWQGBMBu9iKBjkvztP23lvthYD+VLqEOFiBQ4DrWuqEFFxEpF3mCAghcxMTZmCBiBen+k+CN1FyJU4CnV6xoZUY4+f7xcAREwAP3CUR6FscGpifRYZZDCoYHSKPA16mf3dQ9xHWs01s/q1uZaVRjNr+/rpsfeOEgI8GOUyAZDBAylC4vrS9kgRgtBnAKOg5ItOHjBoTDslT4AzhGOj6auQTaKkRkg3Dr9IPxYWEgViVZZBUi137q3mZ7aPsATWWPGpTGzCKU/Zk0ClBNgco5JNUw9lbGJNPy7nt9BnztX7zaQrnsK1PjhWOj1h+i5d9uYA9EOEdF88Bj/WaFzAIepnvJv7vICoHPAc5t3055+ohKXI6FNInQRbJYgOxuM4AwELiGI0CmLalg8FTyKY6IECmUGwQi2wVkedkyww8BQ9ApnAuxOzWKh849soPcurZdSgOnSZaCpqYl++9vfUlVVFV188cUjyE4gmMqig4HIYZeAUuqHt5Y7EgwrySpxKRiOIFfN0LoQWf34fDRnAKDMaJSaoptBOBrl/WHyj4cQq9X6D4+nzONgEUIem4HAARENFGQL8gwobiCCtOlALxuaHpvOFcgu2nygl266cHl8Yvvg3/byhB/GMTIBUPo0s9JNXoudHOhvhTrWWi857NaEXtL496HeADsVUFdq7CBgrMEF/6DeHyVaiNTBqFQZTeBIOBSsFguvrxwCEBc0ihNCdRslUC19AeZhcC1ajqGDAAx4pMUiwwv1ruZMKIzljQNI27VSWBs2uEkjNGBF94Jn3iV2CMORi+wuvbUWcbsw1OGCR80TDkTDBNMbwo/FAZVqv6zSQmesQjvSEE+8ma9M2gNw8Jk1CRBUAa/88pX98fR+xHxgm6FV4I62AVbqNzoDlJI/joMMpic3tzDHIuKu7Ebu/DScuVDt1VuZQshUiUajywt407gvtE1scGo8tjZfojiqsTuDfSjMQSGuIB2ezMPRizItaFWhixWvx22rI+wohaUJ3oNzF+cG3gVHKyjeRmDqpMZa4cAixpiY6sEHH6T/+I//oHPOOYfeffddqqury93IBIICFB38/rPbqHMgxMJ+rMg9HDoqdUI4JjxiMq7+jbRVPDQQQdMN7tHbDuIYsyt1YxflAgAcApxeO7wOjFV4bPEeY2CjOKrxMUDQyCxAacEXLlgmooGCCUOeAcUPGKfgCRh4cDTC2vMF9bZ5MFKVngiMQBUpg4I2upygGwCypRDJQsptZYmTU22NvaSTteNCXT+iYXCsJlOyvumJt6nDF9CznIZLAELDkfgXturtwyCahbJstQ2idioSz06O/T3c6hC83NI9xA5cbIeIP4x2tFu97vRFcQ7EeGHMoiPCwb4Any+OW1fmZF6HUjZiY4jWKYcFxgd9AGQpmFXHBQLhx+IEHI2L6/WSH5UdatQeMGaNGpeDi8Clv32jmXlSzwTVtZ7giLzrLzt4XUykwXvQl4KTEllUKDWAIxY6U+hmpRnsPlbvL9HtNuieKAcCoLoLqK4AcBT4AiGqqbHS1rYBCnPQSWOBwpsuXDFCzPVbT2/V9RMM2QAILKGrDN7jPNGpCuNROa2crappcXvW47RzZoEq18I5X7xaSqSmjUPgggsuoFdffZVToa655prcjkogKFDnABSq7127i8LDZIoIFggcxqeCcZ4fM2QHwKhEqhc8ywd7hig2apaAxqmuAIS+nFbdc+wPHT6WUXgGY3BDzAttEi3EnlwQ9bWnzBfRQMGEIc+AqQEYl+AtGI3QNAlHIvwaiYXoR2t3MYHBgDS388IEHwYtRE5hGILTYLia6/NVOy5jBwEYxD/9+15uY2juCw4j8uqT5zGvwohWjlK9w4uN0/aff7eVjqi20nk9aIhtSRD3UtkHRlFYvQ5W5z84PsCT0BVAZgSidlgf1wF/mOBDlBBjhBMVJRM4P2fESkOhAHdf4JZhw0YxnLDSKktghvDj1EC6FP9ky9EqELyCSTWymhDxRxYnsqN29Po4gwp80tYfZNtQRebRzpqj/0N6C0QFOCNhU0IbKlkQx9glhrsCcMu/CB3qhwPUzhml0GWBQOGVx+taKEYxV4j9oVQCmQLgP3Dlo68d5M4p7PQcnuCjzSAyF9pQdqUdHneN10FfuOAI1nKB7gDaaJ/UWCPOgOnkEIhGoyyYMmfOnNyOSCAoYCj1WNR9DYUjXHMKo7R72HtrBlLIkPa1sMbLQlzIDECkKpNmA5j8H+we4t62eMhAjRYiYPAAJwNqV6ETEIlZWZSmxGFnlVg1ZoFgIpBnQPFDKWXzxDsWIz8UspVS9HB6PqJav/jEiQlK1f5gdFgThXiCD4N1IBilzQf7OIX1c+fo9bIAjGVjBwEYxzBekfaKdczdCbBMcdTDL+/nTAI4FTiFdVjJGllOoUiQ7lm7k0sdwHNmx4Kq11UZB/gMDlJ0SeDyLouuTaCyFeBogOaAckDg/ErdDnZC4NwBXAvU9GIHDeVOjoJB+0CcAQIzhB+nvvZAsuWq9Alp+txlikuZPGyPAQgC7W4b5H+rCDvWgRnHJaXDr8aMUawHrkk2BtUlhvkxEGZdl85+G2kxdDtAxqqVORmaBopfjWOFUCqcr1z3r8oconr3AwSVwK1L6kqZC5HZ6gt2c0aBWhcTf9WCNlkHAcE0cAg8//zzuR2JQFAkgPGqxKSgLwBV2SQdYuL9ZkHMiJahXABCXAd7E9VhUwEPCKyLh8OsSrSmCZHDamMtgWRABoLX5aBrT1kgOgGCrEOeAcUNY2TpyJnlHFlCOj8iWy603EKmU1QXEnzs9QN0xbDo1SMbDlBfIMzRIdTrd/j0GtSlDaVs9CLlFBNydQzw4uq5laz2j2gXDE+sD8cD6mpXz60akVWgeBWp+Pf8ZRe314JTE3W9LqS0It02FqJDfXqMDb27UfsPgVXwotHwNWYcoNYfKbVwCMAJ2zMUYl0AdEtAORVSX+EYQTYVugZ8/tylCVE5nBdKEfjfUnIlSAPhx+kLlT2ANH1E5jHBRiYROAUlBVFN1yAxl4myIB+0poYn28qOBDc99HIT1Ze5R2iv4A+R/bcO9sUdDFUeO9WVuagrEqOhsEatnMVl4XIrlLwat4dtCG4NhWPsIIXTNBCJUttAjEserBYrHez109J6vRMNsqKQVYBtoDcA4dkfv7iTy7/Apw6rVQJPUwSidiIQTFBfAKz8g2d3sMGrOgMosmevayRGe9p91I0WXsOfmUX/kkHtC+vp6tlIf03cXr1ieV2pi9sISuqWQCBIF1lqHdDV+EEg4BX93+gIoNe5oib2xW3tvD5SXmH0IRW1tS/IDgUYjYhyQU8Adf7YN+paVSo/t/Jy2ahvuAe2ykLo8Udo4/4eWlDrHZF2j+wFOFehkdLbH6J+OCEsxDW2Hf0BmuPVOLUf6f9wNriG6/5rktTzwzh9u7mP/rKlLd6+Ve/FbaNQJMoptmhZ6MJCu500CGhpcLx6pF+2QCAYM8ATqNlHmr6afIMTkZEEosWE36ZBlE9fH7YhdASslih3MYFT0giIuN79wk7a2trPHaXAq9hm9dwK5jCdvnULEMuXNJTSq4e6eP96+1iNM67ghEW7arV9hcdObeDx4eP4hhWu8RxAdhRKB8DpyAwD76P0ARmuyOyKeTTa1jbA+4VyFfaJQBScr4A4BYob4hAQCCaI84+cSQ+tb+IaMWOiANev2vT61XaknRowmjMAMO5LteOKGFS4FfBIgDcaUTFxBggEgmRQkaU3mnriJUswUlEzjxKCcDDMZUrcSrDCRR39QY6mo0Vhpy003PYKEXcLq/I3dQ6yuCDm1IhEwWhVda3IAGBm0pAemzgOiFFBLFVlFZizF1bOquB+4NjuA2vq6MVtHdQ7FCK7xUL15S460BPQxbliMbLZdMeEiuIDqg0gemcvrEVv7zB1DIZ0ASxN49rYgz165AsZEWBa/BepsiIUKBAIJgKjExGv4Dm0MV27vZ2dnGixijICCLWinMlhc5IvEKbOYVFqBfBVc6+fHn65iaP/2AZlWGj5CmpFllSlx8kO1ObuIXptXzfzd4wtQt1GjEZj9NLOLnaa1pY5OUOVhbCTwELIBPDSjDI3t7O+5uT5LNpq7Lqwo32Aunxo5aprvaB0DGLWyMRCGS0yZ8WBWrwQh4BAMEGAAP/zvGV0x7PbqHswzGJdiJC5nTbWGMg2QPScKWBBfS5RpcdBH3/PAvHOCgSCtEBkyahfgomw02ahmlI3lw70axGq9eqGI9bFxBvK1LMr3NTUPcRmY7nHTn1DIY5EIeIEdWpM2pFuutigEYD6f/ATMqNQ2qrqZXH8v2xpp22HBui8Ixu4Jl9lL6g+37MrS1hj4OzlDXTakjq67al3qbokSn0DGhu9usAVolc2rtu9/ZltvHMcA7WvrLwdjHBpRLU3SkMH+1g8cE61h0scoMeC8+v163W+SO2F2KAYswKBIJsAp3zpwuV0xfFz42Wm0C/Z2zUU557GulLqHDzs1FSAHQnO7BkM6YKFwyQKZyayRsGDcG5C16XaoXJGRwKOXfChvjfD/g3BpTK3g50B3FLR62RnADQCoDmA8gBkDCBzoKrEzoKEECOEI9kasTCngv/NmgWC4oI4BASCLNaQqUgVFFj//M4hVm/NNpC6C52A5TPL+b3UtgoEgtEAbkI0HUYerEpMrDE5RzrpOcsb6LiF1XTfi7u4vSAMR+ifWK0a6weg1h51pGctq6fFDaX07T9tZW0UOD+hMh2IaByFSujT7dX7dCO9NDoct+J6fj66xnWqP1/fRC9u76BLVs8a0edbaQyA2zr7A/T06zuotT8Qz76Cbdzl07UNBvxhbt0FIOMBnw8EwlwDi9aJlV69tAFjdpXY6Iazl4g+gEAgyHvmADjt95tbuBQLkX/U5UNwtbbUyRN/NUEHTzaUuZif0Z4QmUxOu423g9MW/InSKcWpowGZAeiiYoTqHqA7Uu3xlopwAKN1LCb54HE4BXBcZMLC6dvUPcjHVllX5SUOacU6BSAOAYEgSzDXm76ypytjvYBMweRNFnYGSCtBgUCQCX678SA9+Pe9HNlB1F/FkpR5+Mrebrru9EU0v7qEswN0voJWgJ6JtGpuBX3+3GXMb+u2t9NQMEphpI3GiKCMAhGso+eUs/Fq7tMN/Hz9vnhmgsoS8Dj0EcDohIHcWOeltw/2s3GM1qxGjYFLj51DlpCP3u0+yI4KXwB1t8Pngf7YFtUxm9hpcPTsCl3xO6rxeGpKXfSRE+eNEFsVJ4BAIMgn4ISEhgmylcpcDvI69In4ZcfMZkFCCL3i8yqvg6P0mw6gxEvnumgoSg1lTp68V5c4qcMX5BKvmKGGNJ29CZ0CY1YAAIcqjo32iYjwo/wLGQyY7CPyj2wEZAjceO5SnvSjnKvc7eDuBhBMhNgg+FVasRY/xCEgEOQI6M36v3/fy0ZpNoE2hohoCQQCwWjgOtQNTZwZgEn3rjYfG4SHE0w1au7x0/ef3UYtfQGy29CGSt8WRqFNI3q3uT++v1d2d+ltCw20hn++09xPP7xq9YhWVB8+cT798c0WLqeCQRo3WCGSOhyx2t0xyLWxWA5Rq/NWNHAEf/3uTt6XpsVoW2s/+fwRQuIrdFQ8Diu3xcIOYbiq2lhEzNp9QZpZ6WEjVlpjCQSCQgCEU9GeECn8KKWaX1PC3AUHKkqnVPkUygpUmj54ra7MyfX66AADYdbykhjVlzv5PZwBcIdmCjgQ3NyhBWn+Gl1/RiN9+ozD5aYo/8LzAdoA+BwZYBAcBI9CT+YPb7awMxblC2cfUU9Xn7JA+HWKQBwCAkGOAIG/S9fM5ugXK8hqWoJndiyA3Yw+4VAIh16BkK9AIMgESENFe6gqr4uqXE5aMbucthzs5zYmMPQ4+qRp9Jet7awojfp6tDvFxBpAhAjpqWipBYMV4liYyBujUnycoTD9/B976eZ/OjKBn2Dgoq5/QY2X614R1YLQKupeG8o9XKKAMaCSATSJLIZfrN/HTgRsB4HAcCRCVXa9x7fVamMehaF80qJqen1fD2cowLCGwJY2LLKKiJWIrAoEgkKAEk7FxB5tpOGEhRO0sdaboF+iuldBoG/ttrZ4mj60VWZWhulgt58W13lp7baOpMeBoxR6KUatGCPQ2eCImWVcqoBsK4hiG7kamV/QlYHNitIrCAaCT8HDaDmI0jGP08aaBtvbfLxc7NGpAXEICAQ5xO2Xr6L3HTWTdrYPUGtfgMnd3F5mNCAadvlxc+i4BdVS6yoQCMaEXVCGHghSa3+IrAQNARt53Taup0f2EoT/PE49WjQYjFKF2x5v7wdg8o3JPxybSxrKePJeU+Kg1oHEzinA33Z00jX/u4Hef/RMdh6omllEwIbCUX7vdli5nh8iVsEwDFc9a0DRIsaDYD8cDPXlbs5wQG1CdTlxW6yoZqG51R4e66fOWMzRNChco/SgxGmjM5bVxY8tEAgEhQAlnIoIfacvxDynxYjWzK3kbKjHNx7g9ZSNp/jrqTcPxbVVMIlHucDbzf2s35IM4G23w0L+FHZmIBxlx6y5LAsOCwjIljhsFPM4qM8fJl8oxiUGlx87mzMElPAr2taiFSy6tNz85Nt0w9lL4+VhguKFOAQEghwDUSr8gXAR9WofQNVt5qiFAvZ7F4mBKxAIxoQ9nT56dV8P13629gUppBEFIhE28hCpCpNGLoeVJ+VYBuGoyHCXFAX8E3+YoKO+FZN7rAujdljHLw64ENDu73//vo+ee7ct3kUAolSYtPf6fWyIfum9i5jXkFHQMRDQW6yaxLEQEYOYFisNWNFRRS9y4HaBEV3sCs4GdFdBNE31/haeFAgEhQZwE9Ls0ToQrw6bjaKWGK3b0UEvbm9P6HgC0VNMsMFlZu6EsOvT7xziNqwRlmdNBN4HwnoZgTlJwGHVu1KhpeBZRzTEuRKlDMhewIQ/GI5y5hj41WG1sjMA/ArtA4wbQq1NXYP/v707gY+qPBc//sySyULIQiCsIYCogEXhSkEoriBgqVrBWiuKWARF1Hurf6rcWkWsC8iVKh8o1SpoC3LVeqsixQVELauiVQvIjqxJCNkTsp//53nDTCdhEgImmTMzv+/nM45z5pyZ884cnsx5zvs+r5SfCP46bOHZVTtNUoPYG9pOZ+hJUOXk5Mi4ceMkISFBkpKSZOLEiVJUVNTgNqWlpTJ16lRJSUmR+Ph4GTt2rGRmZtZaZ//+/TJ69GiJi4uT1NRUmTZtmlRW1vzDVG+++aZceeWV0q5dO/PegwcPlvfee6/Z2onwpcFy2shephhLY2kBGYYIADgTmQVlZo5rvbrjrShdM2Wfw3T11B+MeqVdryrpTAEl5ZXmR+CA9GTfybleaNIr9noFXqti61WlGI9bWsfWxLFAFa61a79Oh6WzCIx7YYMZAqD7oUMT9Aeu0pkK1u/JMT9gXSd+iZj/18SEJgBM91eXr9aBFtHyzn+twwP8r255u9kSJwHYkcYm7b2kF/a1GKv2EOiQGGPqCWiyVbvlaxd9HVL1wqd7zAUkPVHXWgIaezUua+zU6Qs1MaCV/eujMTPQiAGn02lO9L3JAPMemw+Y99PYrFf/9XkdEqBJiRduHSCprWNkyl82yzPv75C8knKTFNYZXXT/tUeWxuKswjLfjC0IXSHTQ0CTAUeOHJEPPvhAKioq5LbbbpPJkyfL0qVL693mV7/6lbz77rvy+uuvS2Jiotx9990yZswYWbt2rXm+qqrKJAM6dOgg69atM68/fvx4iYqKkieeeMKs88knn5iEgD7WRMSiRYvk6quvlo0bN0r//v1brP0ID5r11StjD/71a8koKKt3Pf0BPHFod/nFILq+AjgzX+3PNV0/D+Rqr6SaU3dNBuiJto4NjTVDA3T6wJr1ddypJgV2ZhWddOVJT8T1h+kvBqabq0HeitRv//OwHNUusCd+iGpvAlPrz1EzdaH+gNTH2iPBUSYmOZAY5zGvpXVRovSk36oZ+6rjUtvER5t19QeqDmtoFx9t+tbqRAJd2sTJ5efW/CgmLgIIJdpbSqdZ1diXGh9tarNoYVS3yynRmgl1OKWqvNLMMqAn2HrVXuOg1hDQYQOaHNCr9ZoM1ee0yr/GcS+NwVqL5UR91ZNmFEiIcfvqFXh7BWQXlpmkROekGLMfmgzQuNspKdZs8/sPd5jnNUWr/RHcTqdJ4Ea7XGZomQ4baLp5tBBMIZEQ2LZtm6xcuVI+++wzGTBggFk2b948+fGPfyxz5syRTp06nbRNfn6+vPjiiyZhcMUVV5hlejLfu3dv2bBhg1x00UXy/vvvy9atW+XDDz+U9u3bS79+/eSxxx6TBx54QGbMmCEej0d+//vf13pdTQy89dZb8s4775AQwBnR4QN61f/xFdtMZjiQoT1T5KGf9GnxfQMQHvTqz3tbMyXO4xans0LkxO9Gl8OS4vJKcxKu41nd1Q6p0is+J7bTaf9qrs+fbNHavZKe0sr0LtBeBzqDwMVnt5P/99o/Jf/ElIb/rgVQc9nf2zNBC1VVi8PMNqDv3b1tKzPswFwxs6pNjwNNBky+pIdvFhXvMACdZeDgkaPSpWM76Zma0AKfHgA0LT0Rn3xxD3Mivie72Jz4K42n2t9Zewho+Gwd45aswlJzsp6WHGuGT2kNAZ2eUGOi98LSzHe2SnV1tZRVVIrbWW7ieafkOFPAet+x477YqzUFEmM9Mvr8jpJVVCoL1uyUt748bGK4vr72StibXSIe93GTxNUkrMZdTUposjfqRMJCT/5LK6vMdIlllTU9yzRJ0C7ew8xXYSAkEgLr1683V+e9yQA1fPhw0/1Fr9Rfd911J22zefNm05NA1/Pq1auXdO3a1byeJgT0vm/fviYZ4DVy5EiZMmWKbNmyJeAJv/7jKywslDZt2tS7v2VlZebmVVBQ4NtWb3ag+6GZR7vsT6S1Y8x/dJZ+XRNl8iufyf7sEpN79Y7fGXp2iiy+bWDItSlUvwu7t8Mu+9GU7B4j7XYMnImM/OOSmX9cUj2VtcabeqcU1Cv5xaUV5gTef+xgxYnkQKDxhDpl4R2LN5nuqFpLQLuXXn5OqvzyR93kra8Oy76jRXKiFqFUVFZJjNsh2ulfu5fq+FOdBcDp0LoFWh+gUrokRsv+nBJzgUl/cN4+tLuZmcWre0qcudfvIdGRIMnJcSH9nYTDcWXHNthpX5oC8TF826G//XS2qN8t32qmkNbYuCerSCo1MFsOcyLeLy1R3v7ykOQWl0l+SZl0bRNn6rvER7sktbXH7K8mDzSWdmvbylyxj60ukSKrUq44t52s2X5UUlq5TRFCHb5VUVkt2QWlsvgfe80+6HtqnYAeqa3EGe0yMVpP7Z3iMIVntUeWJmE1saCPnZrKdbjMvT7un5Yg+46VmESGFjmcNLSHidXf93PkuGoejd2PkEgIZGRkmPH9/txutzkp1+fq20av8GsiwZ+e/Hu30Xv/ZID3ee9zgWiPBK1dcMMNN9S7v08++aQ8+uijJy3Pzc2tVZ8gmLyJDT1oNbESqkK5HUlOkdcmXCCrtmbIzoOZMtARbbrD9uuabGpmhJpQ/i7s3A7dl3Bj9xhpt2PgTBwvyJO2UeXS1mNJady/x5TWdCt1mKtO5VX6w+Xkbb3d/wOrMleiTEnC8nL5+F/F0iEhWoZ2iRdHmV7n0oRCzbRV+v/6w1MTnm6XpiRqilpd0autKXaoFa/bd/LIf6Qly6W9UqVzUmzA2BcO30e4tMOObQi3GEl8DO92aJzsHFclCbFuqaqypGurOMkpKpdLzmknfTomyGubD0rXVpZ0jPWYOjBWebEkRHlkYLc2UlyQLznOcomXUumhnaUqi83MMFZluXSIrpZvdh+SqMoK6RjjlKQUj0kKB5pwQGOyo6xYYmIqpVuCzmbllPYJ0aYugPb2+mrnQfN3oG9blxSVV2o5V6ly13Q5KCsukG7xTumXliSX9Wpfb9w+XRxXwY2PQU0IPPjggzJr1qxTDhewCx1+oEFahwzUTVD4mz59utx33321srtpaWmSnJxsChPa5YDVrkG6T3Y4YCO5HWOHJElubvuQbkO4fBd2bIcmP8ON3WOk3Y6BMxGbZ8nhEqeUVVbK3oKa7vpeNeP8veX6TtbK4zJXl+q7rqDVqnU2AlMXQK9oupyyPa9Isgu1u6vHJAEqq6rND8mhPduaaa7ySitNV9gxF/WQMRd2kcuyi8yPXf0R2qNtfNh/H+HSDju2IdxiJPExvNvRpdoj+wr3SfaREl/ytW18tPz4h2ebmLin4KB0TdYr/w5p7aiQHUcKpVickrG9QFbtK5FbBqVLv/Qk6dGpvXy0I0vyso5LSlS57MnXS/96Fd9pQntFTqmZpjUQrS+gfwdyKi0pKq2ZVSDVEy/fFZdJbrHIC5uyTO+CsgqXVFY7TVKh8HiFSWLEOGPlWGmV5Ow7LqMHJkqbNk1Tz4XjKrjxMahR9P7775cJEyY0uE6PHj1M0b+srKxayzVLqhkpfS4QXV5eXi55eXm1egnoLAPebfR+06ZNtbbzzkJQ93WXLVsmt99+uylQ6D8MIZDo6Ghzq0sPDDscHF56wNptnyK1HeHQBkU7mp4d9qGphUKMtNMxcCZWf5slRWXV0sZTkwzwTwjUM0W1T2G5rl0znjWQMq2Sbf7PIU6XU9q2jpEDOcdNUaziimozl/XxKu0V4JJbf9RD0trEnTQtoNYC6Fl/Xj3svo9waofd2mCX/WgqxMfwbofWV9EYXDM4q6ZYnxYH1OkF01PiJC46So4Wl5u6AbnFFVJaZUk7j1s6J8aa4oK/X7XTDNnSE3YtSqivo4Va3UXV5ixfixZqqrainmSA0roAnRJjZOoVPSWroNQULPwu93jNlLMOp0S5XdKxVbR5P53m9YpeqfLa5wekqLxadmQWm2SC1qfRabR7pjbdZ8dx1fQauw9BTQjoVH56OxWd6k9P7LUuwIUXXmiWrV692mRhBg0aFHAbXU9nC1i1apWZblBt377dTDOor+d93ccff9wkG7xX/HUWA83A9unz74Jur776qvzyl780SQGdlQAAALta8NFOWbpx/ylP/BtinegJoIWnissD9xXQpWlJMaY3gU5JqGNfdfxqYZkWuXLINRd0MkVUFbMCAEBNsdToKJec3zlRyqssOZBTLMeKK+SFT/ea4qt9OyeI1hvUIoLakat1TJRJBugwL0227tBCf26ndGvTSvbl1BQnbJ0aIy5XuekRUDNMq356Mp/aOlqmXt5Trr8wzSzT2Qu0iOCurCJ595sjJhnhX8xQ678UlVaZ+gPag6ykokoKSytMHQGEh5DoZ6UzA4waNUomTZokCxcuNMUCdQrBG2+80TfDwKFDh2TYsGHyyiuvyMCBA800gxMnTjTdrrTWgJ7k33PPPSYJoAUF1YgRI8yJ/y233CKzZ882dQMeeughmTp1qi87q8MEbr31Vnn22WdN8sFbWyA2Nta8BwAAdlEzt/Qhkwz4vj2p27WOkdaxbtmeUWSKWMW4nFJhWWY4gHcogM4sEO12mKmwtPr1mu1ZsjOrUM5Obe1LBgAAamhPKb3CryfVSpMBKt7jkrKqavnmUIE8fHUfM6PLd8eK5YVP9sqh/OMmKZBVVFNsUhOwesKu0xdm5B0308fqFf99Ocdreg4EKg6j5y5RDnnsp33NrAD+Sdovv6uZ5jC3uNxMFatJ3h7tWpl7Pel/559HTM8DpWPjo90uiYlymoQxwkNIJATUkiVLTBJAT/q1+4Ne9X/uued8z2uSQHsAlJSU+JbNnTvXt65WbNUZBBYsWOB73uVyyfLly82sApooaNWqlTn5nzlzpm+d559/3gxP0CSB3rx0vcWLF7dI2wEAaOzVJ+8Pt/LvWX9MkwH6u7KmovW/pxDskBAjv736PN/7+Q8F0CQAiQAACExjpSZQ9QT8kPYCEJG4KKfpxq9d9rWHlSYCvssukdXbs8yV+KKySskrqZCkuChzdV9P1JVOGZgY6zY9srSQq8ZmjdX7sv99LuQV63bK8nsvNu+vieN1u7NN7D6QUyIL1uw2xWLjol1SmV8tx4rKJf94haS08pjirzrFoNJ91WSDzpSQEBtltkd4CJmEgF7l16v19enWrZvJWvmLiYmR+fPnm1t90tPTZcWKFfU+v2bNmjPcYwAAWpb+QNMfjzru8/tcu9GiUyXlVZIc5zFTAX55IE+KSivNNFM6l7Y3AcBQAAA4Pdqbqn96sry35Yg8++Euk2wtq6wyQwg0C/vOV0cku6jcnNynt4mT5Lgo0d75//3j3pJdWCbPrtopOzJ1VheR1Pgo+VHPtpJd7pGVWzPNlIAnZpf10aEI9wzraeL1G58f8PUG0MRClWWZvxlRTofpWRYT5TI9vzT5oKdVWt9AewRoZwBNDOh+6POa1CD+h4+QSQgAAICG6dUe/XH3faS0ipKJQ7ubKVC9V//1ilLd3gAAgDOjcfSuy86WNd9myWf78sQbtnWMvnbF12SAy+mUQ/ml0j0lziQIsovKTCJBexIkn+gtUFZRKau2ZUlm+YlCgwFGCwzrnSp3XX62ieOaDNDpCPOOV0hZpeVLGOi2FVU6VZ7L1CjQ1/7uWE0dA63Z5nY5xeOyRDugjbuoq0lqIHyQEAAAIEzo+H29enO6EmOjJCHGLUPOSpHJl5510km/PiYRAABNR0/QSystM7uAnuR7hwZoTyx3kdP0fC4tr5ZvMwpN5foXPtkjHRNjTP0Wl8MhuSXl4tKu/K2q5FBhhSTHe8y4Ll2mfwb0RF//Ggzr3d68nxYO3JNVZOoX+CcO9KRfhwxoDwWtEZMQHSU7s4p89QhKKiyRipq5arTnwIjzAs/whtBFQgAAgDARH+2ud7rAQHQmgaQ4j0y+tIdc0as9J/0A0EK011VxWaV0T2lligQWlVbIF8V5crSgTNrFe+RgXk2RQO0x0K1tnFjVlmzYk3Ni65or+pWWZWoI6Pa5JZXidojp1m8mNXRo4UGPtI2PlidXbJXlXx+RohP1B/zp7AFtWnlMAUF9L+2NoNq28khWYZl5LU0Y6AwG2oMB4YeEAAAAYUIrU7ucYrp1nkq0yyFtW0dLSnw0yQAACNKMA9nFZWaKP00A6OV6PSHXk/BYj0viohySlhIrbqdTjpdXmjH/HRNiTEFBvbKv6yXHRYvliZI9x45Lq+goOV5RKTFulyS38ki3lDh59O0tcji/1Fzt16EIdYcVmN4EbqeMG9RVCkorZcnG/VJVVS05JRVmXf2borUMtMhgdnG5SWTw9yK8kBAAACCMfmBq13+9UnQqsR63SQZQHAoAgjvjwK7sIskpLjcJgopKS8qrqs2JfWyUW3ZmFpkTf00GqBiPS3qmxsv2jEJTPNYT5ZDqSk0Ix8nkS3qYHgHrd2fL+1syZf2eHKmutkzPMS0MWOW9114EJ5IDsVFOKSmrlFc3HZCK6mpTQNbp1OUuM1uNrqvJCR1qoPvH7ALhhwkkAQAIox+YY/6jS4Pr6BWiaLdD7ri0h8z9eT+KQwFAkGj81Tg8fnC6qeWiJ9/a/b91jF6zdZghBXpCryfuDqnpsq/JAZ0FRk/O9UT/SF6pHMwpkf5pSdK/a7IpPrhm+1HTfUB7BeiUhDr0wBQRtPRvgMNc9dc6BFpEtktSrOQdrzS9Dhw1q5j9KC6rMrUN9G+GTkWoQxBIIIcneggAABBGfvuT82RHRqGs3ZUd8Hn9gffTfp1lymU9W3zfAAC1eU+wX914QHJLKsxJv57Eux0OKdVu/uYk3RKP0ylRLqdc27+TFByvlJX/yjDTDnaKrRKdhHDN9iz554E8KSytlGPF5aYOQVV17WECeteudbT075oka3cdk/JKS/YeKzH1A3S62dzjFSbhYPnqBoh0TIyTu6/oaZINJAPCEz0EAAAIM3++/SK57UfdzA87f2nJMfLC+AEy6/oLgrRnAIC69ET7+gs7mxNwLfynMwxoTwE9MdfkgJ7Y6zCCvJJyef3zg/L2Pw+b2QYKjleYcf05ReWSVVhuEgFpybHmdfSx92+ADg+IiXKaIWU6bWCfTgmml4EOEdBEgL6PdiDQ3gjeaQ/1pt0MRp3XQa6/MI1kQBijhwAAAGHoN6P7yDW9E+Xtbfnmh+GQninyi4Hpwd4tAEAAd11+trl/Y/MhOV5RJceKyk6clIsvMWASBqWVZkiBDgfQ2N5Gp4s5sZ7WAiitqpaUeI9k5uv2DvNcUozbDDHQoQNvfXnY9CLQJIPe/GsM6swFMVEOU49AeVxO+dkPGVYW7kgIAAAQpjonxcpvRncWp1aIAgDYPikw8gcdZfW3mfLip3vNOH4tJqhX8fX/tev/0aKangDeM/mqqioRyyVRLoeUV1ny7ZECX9HALskxcjivVPJKK80txu0Ul8sprWPdNTMVnHhf77ACzSvoFIRmisFoNzUDIgQJAQAAAACwAe8J+DtfHTG9BLReQGlllXhnk/X2GtDHmuq1RIcW6NX+mikEKzUZcGK9g7ml0ikpVqqrqyUjv0wKy6qkqKzE1CLQ4QFK19WCgXFuh+mFcPUFHeWSc1LNbAIkAyIDlwwAAAAAwGZTEurUsElxUdK2VbS0jnaLGR2gl/5PnMib+xNX9zUZ4F2u3f6j3E4zBKC8okpyiivMzALK1Auorva9jnYgi/e4TILB7XTIRT3aypCz2pIMiCD0EAAAAAAAm01J2D89WTILSs0sAE+u2Cbf5ZRIlOkd4JCqqmrTtb9DYrQcKC4/McVgzQl/eZWIw6rpU5BZWCaWVTNrgJzoOaCPo9yOEwUFHVJSUWWSAddc0EkuOzc1yC1HSyMhAAAAAAA2o1fpvVfqswvL5NlVOyWrsMw81rH+0W6nVFXXnPhHuVxSWV1l/l+LBXpP/nWd0opqqayyxKMZADODgMMMCUiIjZJfDEyTorJKOTu1NcmACEVCAAAAAABCoMfAl/tzzeP+XZPly3058u7nO8yQAXFY0r61R3KPV5rZBHSEwFntWklSnEcO5ZVIRkGZxEa5zPSFrWOiTDJAhyXo6yKykRAAAAAAgBDqMaC6p8TJ2ckO+fv2Qlm946jpGZAQ55H+aUny5YE8U0dAkwCaFIjzuGXSJT2kbXy0eNxOigbCh4QAAAAAAITo9LK/vqqz/GxgV1NvwHui/8bnB+SVDd/J/twSM4XgpIt7yPUX0hsAJyMhAAAAAABh1HvAvyghvQHQEBICAAAAABDmSQIgkBMzUgIAAAAAgEhCQgAAAAAAgAhEQgAAAAAAgAhEQgAAAAAAgAhEQgAAAAAAgAhEQgAAAAAAgAhEQgAAAAAAgAhEQgAAAAAAgAhEQgAAAAAAgAhEQgAAAAAAgAgUMgmBnJwcGTdunCQkJEhSUpJMnDhRioqKGtymtLRUpk6dKikpKRIfHy9jx46VzMzMWuvs379fRo8eLXFxcZKamirTpk2TysrKgK+3du1acbvd0q9fvyZtGwAAAAAALS1kEgKaDNiyZYt88MEHsnz5cvnkk09k8uTJDW7zq1/9St555x15/fXX5eOPP5bDhw/LmDFjfM9XVVWZZEB5ebmsW7dOXn75ZVm8eLE8/PDDJ71WXl6ejB8/XoYNG9Ys7QMAAAAAoCWFREJg27ZtsnLlSvnTn/4kgwYNkqFDh8q8efNk2bJl5iQ/kPz8fHnxxRflmWeekSuuuEIuvPBCWbRokTnx37Bhg1nn/fffl61bt8pf/vIXc9X/qquukscee0zmz59vkgT+7rzzTrnppptk8ODBLdJmAAAAAACak1tCwPr1680wgQEDBviWDR8+XJxOp2zcuFGuu+66k7bZvHmzVFRUmPW8evXqJV27djWvd9FFF5n7vn37Svv27X3rjBw5UqZMmWJ6I/Tv398s00TCnj17TOLgd7/73Sn3t6yszNy8CgoKzH11dbW52YHuh2VZttmfSG5HOLRB0Y7mYZf9aEp2j5F2OwbOFO2wl3Bohx3bYKd9aQrEx5ZBO+yFdjSPxu5HSCQEMjIyzPh+fzqWv02bNua5+rbxeDwmkeBPT/692+i9fzLA+7z3ObVz50558MEH5dNPPzXv2RhPPvmkPProoyctz83Nrbc+QTAOkMLCQnPQamIlVIVDO8KhDYp2NA/dl3Bj9xhpt2PgTNEOewmHdtixDeEWI4mPLYN22AvtCG58DGpCQE+0Z82adcrhAsGiNQZ0mIAG5nPOOafR202fPl3uu+++WtndtLQ0SU5ONkUR7XLAOhwOs092OGAjuR3h0AZFO5pHYxORocTuMdJux8CZoh32Eg7tsGMbwi1GEh9bBu2wF9oR3PgY1Ch6//33y4QJExpcp0ePHtKhQwfJysqqtVyzpDrzgD4XiC7XOgBaDNC/l4DOMuDdRu83bdpUazvvLAT6nGZVPv/8c/nyyy/l7rvvrtUVRD9grUGg9Qnqio6ONre69MCww8HhpQes3fYpUtsRDm1QtKPp2WEfmlooxEg7HQPfB+2wl3Boh93aYJf9aCrEx5ZDO+yFdjS9xu5DUBMC7dq1M7dT0UJ+emKvdQG0OKBavXq1OTnXIoOB6HpRUVGyatUqM92g2r59u5lm0FsYUO8ff/xxk2zwDknQWQw0A9unTx+z/TfffFPrdRcsWGDe+4033pDu3bt/788AAAAAAIBgCIl+Vr1795ZRo0bJpEmTZOHChaZYoF6xv/HGG6VTp05mnUOHDpkpAV955RUZOHCgJCYmysSJE023K601oCf599xzj0kCaEFBNWLECHPif8stt8js2bNN3YCHHnpIpk6d6svO/uAHP6i1L5o4iImJOWk5AAAAAAChJCQSAmrJkiUmCaAn/dr9Qa/6P/fcc77nNUmgPQBKSkp8y+bOnetbVyu26gwCeoXfy+VyyfLly82sApooaNWqldx6660yc+bMFm8fAAAAAAAtKWQSAnqVf+nSpfU+361bNzO2359eyZ8/f7651Sc9PV1WrFjR6P2YMWOGuQEAAAAAEMqCX+0AAAAAAAC0OBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEIBICAAAAAABEoJBJCOTk5Mi4ceMkISFBkpKSZOLEiVJUVNTgNqWlpTJ16lRJSUmR+Ph4GTt2rGRmZtZaZ//+/TJ69GiJi4uT1NRUmTZtmlRWVtZap6ysTH7zm99Ienq6REdHS7du3eSll15qlnYCAAAAANAS3BIiNBlw5MgR+eCDD6SiokJuu+02mTx5sixdurTebX71q1/Ju+++K6+//rokJibK3XffLWPGjJG1a9ea56uqqkwyoEOHDrJu3Trz+uPHj5eoqCh54oknfK9zww03mETCiy++KD179jTrVVdXt0i7AQAAAACI2ITAtm3bZOXKlfLZZ5/JgAEDzLJ58+bJj3/8Y5kzZ4506tTppG3y8/PNCbwmDK644gqzbNGiRdK7d2/ZsGGDXHTRRfL+++/L1q1b5cMPP5T27dtLv3795LHHHpMHHnhAZsyYIR6Px7zvxx9/LHv27JE2bdqY19EeAgAAAAAAhLKQSAisX7/eDBPwJgPU8OHDxel0ysaNG+W66647aZvNmzebngS6nlevXr2ka9eu5vU0IaD3ffv2NckAr5EjR8qUKVNky5Yt0r9/f3n77bfN+86ePVv+/Oc/S6tWreSaa64xiYPY2NiA+6tDDPTmVVBQYO61V4FdehbofliWZZv9ieR2hEMbFO1oHnbZj6Zk9xhpt2PgTNEOewmHdtixDXbal6ZAfGwZtMNeaEfzaOx+hERCICMjw4zv9+d2u80Ve32uvm30Cr8mEvzpyb93G733TwZ4n/c+p7RnwD/+8Q+JiYmR//u//5Ps7Gy566675NixY6bHQSBPPvmkPProoyctz83NPak+QTAPkMLCQnPQamIlVIVDO8KhDYp2NA/dl3Bj9xhpt2PgTNEOewmHdtixDeEWI4mPLYN22AvtCG58DGpC4MEHH5RZs2adcrhAsL9Yh8MhS5YsMXUI1DPPPCPXX3+9LFiwIGAvgenTp8t9991XK7ublpYmycnJpiiiHXjbpftkhwM2ktsRDm1QtKN5aPIz3Ng9RtrtGDhTtMNewqEddmxDuMVI4mPLoB32QjuCGx+DGkXvv/9+mTBhQoPr9OjRwxT9y8rKqrVcs6Q684A+F4guLy8vl7y8vFq9BLQ4oHcbvd+0aVOt7byzEHjX6dixo3Tu3NmXDFBah0AzPwcPHpSzzz77pPfWmQj0VpceGHY4OLz0gLXbPkVqO8KhDYp2ND077ENTC4UYaadj4PugHfYSDu2wWxvssh9NhfjYcmiHvdCOptfYfQjqnrZr186M62/opt3+Bw8ebE7stS6A1+rVq00WZtCgQQFf+8ILLzSzBaxatcq3bPv27WaaQX09pffffPNNrWSDzmKgGdg+ffqYxz/60Y/k8OHDtaY43LFjh/mAu3Tp0iyfCwAAAAAAzS34qYtG0Cvyo0aNkkmTJpkr+jptoE4heOONN/pmGDh06JBJIHiv+OsV/YkTJ5puVx999JFJJuhUhZoE0IKCasSIEebE/5ZbbpGvvvpK3nvvPXnooYdk6tSpvuzsTTfdJCkpKWZbnZHgk08+kWnTpskvf/nLeosKAgAAAABgdyGREFA6hl9P+IcNG2amGxw6dKg8//zzvud1RgHtAVBSUuJbNnfuXPnJT34iY8eOlUsuucQMA3jzzTd9z7tcLlm+fLm510TBzTffLOPHj5eZM2f61omPjze9BrSHgs42MG7cOLn66qvlueeea8HWAwAAAADQtEKmEovOKLB06dJ6n+/WrZsZ1+9PZwaYP3++udUnPT1dVqxY0eB7ayJCkwIAAAAAAISLkOkhAAAAAAAAmg4JAQAAAAAAIhAJAQAAAAAAIhAJAQAAAAAAIhAJAQAAAAAAIhAJAQAAAAAAIhAJAQAAAAAAIhAJAQAAAAAAIpA72DsQCSzLMvcFBQViF9XV1VJYWChut1ucztDNC4VDO8KhDYp2NA9v3PDGkXBktxhpt2PgTNEOewmHdtixDeEeI4mPzYN22AvtCG58JCHQAvTAUGlpacHeFQAhHEcSExMlHBEjAXxf4RojiY8Amjs+OqxwTanaLFt0+PBhad26tTgcDrEDzRjpH5cDBw5IQkKChKpwaEc4tEHRjuahIVoDeadOnWyRbY6EGGm3Y+BM0Q57CYd22LEN4R4jiY/Ng3bYC+0Ibnykh0AL0C+gS5cuYkd6sNrhgP2+wqEd4dAGRTuaXjhe9QqFGGmnY+D7oB32Eg7tsFsbwjlGEh+bF+2wF9oRnPgYfqlUAAAAAABwSiQEAAAAAACIQCQEIlR0dLQ88sgj5j6UhUM7wqENinYgXITLMUA77CUc2hEObcD3Ey7HAO2wF9oRXBQVBAAAAAAgAtFDAAAAAACACERCAAAAAACACERCAAAAAACACERCAAAAAACACERCIATl5OTIuHHjJCEhQZKSkmTixIlSVFTU4DalpaUydepUSUlJkfj4eBk7dqxkZmbWWmf//v0yevRoiYuLk9TUVJk2bZpUVlb6nl+zZo04HI6TbhkZGbVeZ/78+dKtWzeJiYmRQYMGyaZNm2zVjjfffFOuvPJKadeunXnvwYMHy3vvvVfrNWbMmHFSO3v16nVa7fN6/fXXzba6ft++fWXFihW1nte6ng8//LB07NhRYmNjZfjw4bJz587T/qy+/vprufjii837pKWlyezZsxvcr5Zux759+8x+d+/e3Tx/1llnmUqs5eXltdYJdIxt2LDBNu1Q+n519/Gpp576Xt8HmgbxkfhIfAxeOxTx0d6IkcRIYmRw2mDr+KizDCC0jBo1yrrgggusDRs2WJ9++qnVs2dP6xe/+EWD29x5551WWlqatWrVKuvzzz+3LrroImvIkCG+5ysrK60f/OAH1vDhw60vv/zSWrFihdW2bVtr+vTpvnU++ugjnZHC2r59u3XkyBHfraqqyrfOsmXLLI/HY7300kvWli1brEmTJllJSUlWZmambdrxn//5n9asWbOsTZs2WTt27DDPRUVFWV988YVvnUceecQ677zzarXz6NGjp9U+tXbtWsvlclmzZ8+2tm7daj300EPmvb755hvfOk899ZSVmJho/e1vf7O++uor65prrrG6d+9uHT9+vNGfVX5+vtW+fXtr3Lhx1r/+9S/r1VdftWJjY60//vGPAfcrGO34+9//bk2YMMF67733rN27d1tvvfWWlZqaat1///2+19i7d685xj788MNan315eblt2qHS09OtmTNn1trHoqKiM/4+0HSIj8RH4mPw2qGIj/ZGjCRGEiOJj3WREAgxehDqwf7ZZ5/5luk/EofDYR06dCjgNnl5eeagff31133Ltm3bZl5n/fr15rEGPafTaWVkZPjW+cMf/mAlJCRYZWVltYJ5bm5uvfs3cOBAa+rUqb7HGug7depkPfnkk7ZpRyB9+vSxHn300VrBXIPnmbbP64YbbrBGjx5da9mgQYOsO+64w/x/dXW11aFDB+vpp5+u1c7o6GgTBBr7WS1YsMBKTk6u1cYHHnjAOvfccwPuVzDaEYgGVg2WdYO5/iFujGC1QwP63Llz692v0/0+0DSIj8THQJ8V8bFl20F8tC9iJDEy0GcViTGS+FgbQwZCzPr16013nwEDBviWaZcUp9MpGzduDLjN5s2bpaKiwqznpV1eunbtal7P+7ra/aV9+/a+dUaOHCkFBQWyZcuWWq/Xr18/0x1Gu0ytXbvWt1y77eh7+b+P7pc+9r6PndrhVV1dLYWFhdKmTZtay7WbT6dOnaRHjx6mq9WuXbsa3T7/dvqv790f7/p79+413eX810lMTDRdl/zbdKrPSte55JJLxOPx1Hqf7du3S25ubq33P53vqSnbEUh+fv5Jn7u65pprTFe9oUOHyttvvx1w22C3Q7t4abfD/v37y9NPP12rS+HpfB9oOnaIK8RH4uOZtCMQ4iOamh1iCzGSGHkm7WjKGBnsNjxlw/hIQiDE6MGmB7k/t9tt/kHUHYflv40eWBoQ/GnA826j9/4B0Pu89zmlAXzhwoXy17/+1dx0XMtll10mX3zxhXk+OztbqqqqAr5O3X0LZjvqmjNnjhlLdcMNN/iW6T/gxYsXy8qVK+UPf/iD+Yd+6aWXNrp9/vvc0Pre+1Otc6rP6nTafTrfU1O2oy794zhv3jy54447fMt0TN///M//mHFa7777rgnmP/3pTwMG9GC2495775Vly5bJRx99ZPb/iSeekF//+tenfB//90DTIz4SHxXxkfiIwIiRxEgV6TGS+Hgyd4BlCIIHH3xQZs2a1eA627Ztk2A699xzzc1ryJAhsnv3bpk7d678+c9/rrU8EC2cYYd2+Fu6dKk8+uij8tZbb9UKmFdddZXv/88//3wT3PWPF5rGoUOHZNSoUfKzn/1MJk2a5Fvetm1bue+++3yPf/jDH8rhw4dNBlUzvnbhv496fOiPDA3sTz75pERHRwd138IR8TE4iI/BQXzE6SJGBgcxMjhCOUbeZ9P4SA8Bm7j//vtNkGvopt2OOnToIFlZWbW21a4mWkFUnwtEl2v3mLy8vFrLtbKqdxu9r1tp1fu4vtdVAwcONFk67z9E7XKjGTv//b722mvl8ssvt107NEN3++23y2uvvXZSN6C6NKN8zjnnmD9IgV6/oX1uaH3v/anWOdVndTrt1u/J5XK1eDu8NDjr8aB/9J9//nk5Ff1D6j3G7NSOuvuo34lWuG3offzfA41HfCQ+NrQO8ZH4GOmIkcTIhtYhRu6yVRtsGR/r1BSAzXmLg2h1VC+tuNmYQipvvPGGb9m3334bsJCKf3VNrWiphVRKS0vr3R+txHrdddfVKtJx99131yrS0blz53oLwgSrHUuXLrViYmJMJdDGKCwsNEU+tBhIY9rnX4TkJz/5Sa1lgwcPPqkIyZw5c2pVGA1UEKahz8pbhMS/kqpWvm2oIExLt0MdPHjQOvvss60bb7zRVPNtjNtvv93q37+/rdpR11/+8hdz3OXk5JzR94GmEey4UhfxkfjY2HYo4iPxsbkFO7bURYwkRja2HU0dI4mPtZEQCEE6fYge3Bs3brT+8Y9/mH8c/tOH6D8YPXD0ef+pVrp27WqtXr3aBAU9iPVWd6qVESNGWP/85z+tlStXWu3atas11YpWxdTgt3PnTjPNhk69ogexTu/hP42HHvyLFy82QWjy5MlmGg//iq3BbseSJUsst9ttzZ8/v9a0H/rHwkunMVmzZo2pWKpTjegfLZ165vnnn2+wfbfccov14IMP+l5Ht9X30gCh1Wy18mygaUr0NXQKla+//tq69tprA04Z09Bnpfuu05To++s0Jfo9xMXFNThlTEu3Q79Pnepm2LBh5v/9P3sv3R/9Q6vvobfHH3/cHGM6LYxd2rFu3Trzb0GPL536RoO5HmPjx48/4+8DTYf4SHwkPgavHcRH+yNGEiOJkcTHukgIhKBjx46Zf8jx8fEma3nbbbeZ7GPdaTd0ihcvPRjvuusuk3XSA0szsv7/iNS+ffusq666ysx3qYFLA1pFRYXveZ139ayzzjJZ0TZt2liXXXaZCap1zZs3zwRcnd9TM3A676md2nHppZea1617u/XWW33r/PznP7c6duxo2qAZQ328a9euU7ZPX9v/ddRrr71mnXPOOWZ9nZf23XffrfW8ZhV/+9vfmgCgwUmDnc7TezqfldI5T4cOHWpeQ/dZA1NDWrodixYtCvi5+3dU0sDcu3dv891qO3W//KcIskM7Nm/ebKaa0blm9d+C7u8TTzxx0lWQ0/0+0DSIj8RH4mPw2kF8tD9iJDGSGBmcNmy2cXx06H+ab0ACAAAAAACwI4oKAgAAAAAQgUgIAAAAAAAQgUgIAAAAAAAQgUgIAAAAAAAQgUgIAAAAAAAQgUgIAAAAAAAQgUgIAAAAAAAQgUgIAAAAAAAQgUgIAM1s+/bt0qFDByksLGzx9165cqX069dPqqurW/y9AeBUiI8AEBjxES2FhABwClVVVTJkyBAZM2ZMreX5+fmSlpYmv/nNbxrcfvr06XLPPfdI69atpaWNGjVKoqKiZMmSJS3+3gDCH/ERAAIjPiJUOCzLsoK9E4Dd7dixw2RKX3jhBRk3bpxZNn78ePnqq6/ks88+E4/HE3C7/fv3S8+ePWXv3r3SuXNnCYb58+fL4sWLzX4CQFMjPgJAYMRHhAJ6CACNcM4558hTTz1lMrVHjhyRt956S5YtWyavvPJKvcFcvfbaa3LBBRfUCuYaXJOSkmT58uVy7rnnSlxcnFx//fVSUlIiL7/8snTr1k2Sk5Pl3nvvNdllL13+u9/9zvwhiY+Pl/T0dHn77bfl6NGjcu2115pl559/vnz++ee19uHqq682y3bv3t1Mnw6ASEZ8BIDAiI8ICdpDAMCpVVdXW5dddpk1bNgwKzU11XrsscdOuc0111xj3XnnnbWWLVq0yIqKirKuvPJK64svvrA+/vhjKyUlxRoxYoR1ww03WFu2bLHeeecdy+PxWMuWLfNtl56ebrVp08ZauHChtWPHDmvKlClWQkKCNWrUKOu1116ztm/fbv30pz+1evfubfbVX/v27c37AkBzID4CQGDER9gdCQHgNGzbtk2H2Fh9+/a1KioqTrn+BRdcYM2cObPWMg2s+hq7du3yLbvjjjusuLg4q7Cw0Lds5MiRZrl/QL/55pt9j48cOWJe57e//a1v2fr1680yfc5f//79rRkzZpxBiwGgcYiPABAY8RF2xpAB4DS89NJLpouWjuk6ePDgKdc/fvy4xMTEnLRcX+Oss87yPW7fvr3p0qXdtvyXZWVl1dpOu3T5P6/69u170rK628XGxpouZQDQXIiPABAY8RF2RkIAaKR169bJ3LlzzditgQMHysSJE7WHTYPbtG3bVnJzc09arpVb/TkcjoDL6k734r+OPl/fsrrb5eTkSLt27RrRSgA4fcRHAAiM+Ai7IyEANIJmRydMmCBTpkyRyy+/XF588UXZtGmTLFy4sMHt+vfvL1u3bpVgKi0tNQVhdF8AoKkRHwEgMOIjQgEJAaARdC5YzeZqpVil3bPmzJkjv/71r2Xfvn31bjdy5EhZv359rWqvLW3Dhg0SHR0tgwcPDto+AAhfxEcACIz4iFBAQgA4hY8//tjMxbpo0SIzdsvrjjvukCFDhjTY9euqq64St9stH374oQTLq6++aua+9d93AGgKxEcACIz4iFDh0MqCwd4JIJzpHwOd7/W9995r8ffOzs42c9XqPLLdu3dv8fcHgIYQHwEgMOIjWoq7xd4JiFCaCc7Ly5PCwkJp3bp1i763dkdbsGABwRyALREfASAw4iNaCj0EAAAAAACIQNQQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgApEQAAAAAAAgArmDvQMAAKDxqqqqpKKiIti7gWYUFRUlLpcr2LsBAIgAJAQAAAgBlmVJRkaG5OXlBXtX0AKSkpKkQ4cO4nA4gr0rAIAwRkIAAIAQ4E0GpKamSlxcHCeKYZz4KSkpkaysLPO4Y8eOwd4lAEAYIyEAAEAIDBPwJgNSUlKCvTtoZrGxseZekwL6nTN8AADQXCgqCACAzXlrBmjPAEQG73dNvQgAQHMiIQAAQIhgmEDk4LsGALQEEgIAAAAAAEQgEgIAAAAAAEQgEgIAAKBZzZ8/X7p16yYxMTEyaNAg2bRpU4PrL1682HSZ97/ptv4mTJhw0jqjRo2qtU5OTo6MGzdOEhISzDR+EydOlKKiolrrfP3113LxxReb109LS5PZs2c3YcsBALA3EgIAAKDZ/O///q/cd9998sgjj8gXX3whF1xwgYwcOdI3rV599CT+yJEjvtt333130jqaAPBf59VXX631vCYDtmzZIh988IEsX75cPvnkE5k8ebLv+YKCAhkxYoSkp6fL5s2b5emnn5YZM2bI888/34SfAAAA9kVCAAAANJtnnnlGJk2aJLfddpv06dNHFi5caCrov/TSSw1up1f8O3To4Lu1b9/+pHWio6NrrZOcnOx7btu2bbJy5Ur505/+ZHolDB06VObNmyfLli2Tw4cPm3WWLFki5eXlZl/OO+88ufHGG+Xee+81+9xQ7wXtbeDvb3/7W60igJpU6Nevn3ndrl27Snx8vNx1111m+kjtgaD7qtMJPv7446f1WQIA0NRICAAAEGF2Hy2SdbuzzX1z0pNtvfI+fPhw3zKn02ker1+/vsFttWu/XrnXbvzXXnutudJf15o1a8yJ9bnnnitTpkyRY8eO+Z7T19cT9wEDBviW6fvq+2/cuNG3ziWXXCIej8e3jvZe2L59u+Tm5n6vtu/evVv+/ve/m6SE9lx48cUXZfTo0XLw4EH5+OOPZdasWfLQQw/59gUAgGBwB+VdAQBAULzx+QF5ZcN3UlxWKa2i3TL+onS5fkBas7xXdna2uSpe9+q+Pv7222/r3U5P8PXq+vnnny/5+fkyZ84cGTJkiEkKdOnSxTdcYMyYMdK9e3dz8v3f//3fctVVV5mTfJfLJRkZGSZZ4M/tdkubNm3Mc0rvdfu6++Z9zr/Hwemqrq42bWjdurXpGXH55ZebRMOKFStMUkLbqEmBjz76yPRgAAAgGEgIAAAQIbRHgCYDLMuSrslxkl1cZh73T0+Ws9rFi10MHjzY3Lw0GdC7d2/54x//KI899phZpt37vfr27WuSB2eddZbpNTBs2DAJNi2iqMkA/0SDJio0GeC/7FS1FAAAaE4MGQAAIEJkFpSangFtW0WL0+kw9/pYlzeHtm3bmpPgzMzM2vuRmWnG0TdWVFSU9O/fX3bt2lXvOj169DDv511HX7/uyXZlZaWZecD73nofaN+8zzWW9oIItM/+tMZAoGXakwAAgGAhIQAAQIRonxBjhgloz4Dqasvc62Nd3hx0bP6FF14oq1at8i3TE2B97N8DoDEn3N9884107Nix3nV0bL7WEPCuo6+fl5dnahh4rV692ry/t4u+rqMzD1RUVPjW0RkJtDt/Q8MFCgsL5fjx477He/bsaXRbAACwExICAABECB0WoDUD9Mr0/twSc6+Pm3O4gE45+MILL8jLL79sKv9r8Wq+mdYAAAJjSURBVL/i4mIz64DX+PHjZfr06b7HM2fOlPfff9+caOtUhTfffLOZdvD222/3FRycNm2abNiwQfbt22cSDFp4sGfPnqYooNIhBlpnQGc42LRpk6xdu1buvvtuM9SgU6dOZp2bbrrJJC0mTpxo6hPoFInPPvus2eeGaFJB19HeCJpA+P3vf2+Wr1u3rlk+QwAAmgs1BAAAiCBaQFBrBugwAe0Z0Ny1A37+85/L0aNH5eGHHzaF+nQ6Pq28719ocP/+/bXG1muFfz2R9xb2014GerKtxfmUDkP4+uuvTZJBewHoCf6IESNMfQGditBLpxXUJIDWFNDXHzt2rDz33HO+5xMTE03iYerUqeY9dMiB7ufkyZMbbJNup1MJaltSUlLMNIUPPPCA3HHHHaYnAwAAocJhaWUhAABgW6WlpbJ3715TET8mpnm696NxFi9eLP/1X/9lEhHNie8cANASGDIAAAAAAEAEIiEAAAAAAEAEIiEAAADQSBMmTGj24QIAALQUEgIAAAAAAEQgEgIAAIQI6gBHDr5rAEBLICEAAIDNRUVFmfuSkpJg7wpaiPe79n73AAA0B3ezvCoAAGgyLpdLkpKSJCsryzyOi4sTh8MR7N1CM/UM0GSAftf6net3DwBAc3FY9EkDAMD29M91RkYGBe0ihCYDOnToQOIHANCsSAgAABBCqqqqpKKiIti7gWakwwToGQAAaAkkBAAAAAAAiEAUFQQAAAAAIAKREAAAAAAAIAKREAAAAAAAIAKREAAAAAAAIAKREAAAAAAAIAKREAAAAAAAIAKREAAAAAAAQCLP/wcgXiEeqKGCYAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "spot = analysis.SpotDiagram(spectrometer,num_rings=12,wavelengths= [0.550])\n",
    "_ = spot.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "optiland (3.13.2)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
